GetFreeCourses.Co-Udemy-2023 Become AWS SageMaker ML Engineer in 30 Days + ChatGPT

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01 - Introduction/001 Welcome To the Course!.mp4 30.21 MB
01 - Introduction/001 Welcome To the Course!_en.srt 1.94 KB
02 - PART 1 AWS & ML STARTER PACK!/001 Welcome to Part 1 AWS and Machine Learning Starter Pack!.html 1.61 KB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/001 Day Welcome Message.mp4 5.26 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/001 Day Welcome Message_en.srt 1.28 KB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/002 AWS-Essentials-Starter-Pack-Part-1.pptx 9.46 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/002 Please Download Today's Materials.html 87 B
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/003 What is AWS & Cloud Computing Who Uses them What are their benefits.mp4 150.15 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/003 What is AWS & Cloud Computing Who Uses them What are their benefits_en.srt 11.69 KB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/004 AWS Signup and AWS Management Console Tour.mp4 62.7 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/004 AWS Signup and AWS Management Console Tour_en.srt 13.81 KB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/005 Regions Vs. Availability Zones.mp4 55.56 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/005 Regions Vs. Availability Zones_en.srt 13.63 KB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/006 What's Included in the AWS Free Tier.mp4 58.35 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/006 What's Included in the AWS Free Tier_en.srt 10.82 KB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/007 Billing Dashboard and Alarm Setup.mp4 51.91 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/007 Billing Dashboard and Alarm Setup_en.srt 13.11 KB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/008 Request Service Limit Increase.mp4 48.9 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/008 Request Service Limit Increase_en.srt 9.89 KB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/009 Identity and Access Management (IAM) & Multifactor Authentication (MFA).mp4 152.46 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/009 Identity and Access Management (IAM) & Multifactor Authentication (MFA)_en.srt 29.59 KB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/010 Day End Message.mp4 1.96 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/010 Day End Message_en.srt 572 B
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/001 Day Welcome Message.mp4 6.05 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/001 Day Welcome Message_en.srt 1.56 KB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/002 AWS-Essentials-Starter-Pack-Part-2.zip 11.29 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/002 Please Download Today's Materials.html 128 B
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/003 Artificial Intelligence (AI) Vs. Machine Learning (ML) Vs. Deep Learning (DL).mp4 254.27 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/003 Artificial Intelligence (AI) Vs. Machine Learning (ML) Vs. Deep Learning (DL)_en.srt 19.82 KB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/004 Machine Learning The Big Picture.mp4 143.56 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/004 Machine Learning The Big Picture_en.srt 14.99 KB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/005 Key Ingredients to Build Machine Learning Models.mp4 246.28 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/005 Key Ingredients to Build Machine Learning Models_en.srt 18.99 KB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/006 Key AIML Components in AWS.mp4 37.35 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/006 Key AIML Components in AWS_en.srt 8.48 KB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/007 Simple Storage Service (S3) Deep Dive & Demo.mp4 43.02 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/007 Simple Storage Service (S3) Deep Dive & Demo_en.srt 20.9 KB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/008 Elastic Compute Cloud (EC2) Deep Dive & Demo.mp4 109.53 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/008 Elastic Compute Cloud (EC2) Deep Dive & Demo_en.srt 22.39 KB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/009 Day End Message.mp4 1.71 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/009 Day End Message_en.srt 562 B
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/001 Day Welcome Message.mp4 6.15 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/001 Day Welcome Message_en.srt 1.54 KB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/002 AWS-Essentials-Starter-Pack-Part-3.zip 11.21 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/002 Please Download Today's Materials.html 238 B
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/003 Intro to SageMaker.mp4 170.88 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/003 Intro to SageMaker_en.srt 18.22 KB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/004 SageMaker Demo 1 - Walkthrough & Create Notebook instance.mp4 74.67 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/004 SageMaker Demo 1 - Walkthrough & Create Notebook instance_en.srt 18.37 KB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/005 SageMaker Demo 2 - Write your first code.mp4 42.72 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/005 SageMaker Demo 2 - Write your first code_en.srt 15.85 KB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/006 SageMaker Demo 3 - AWS Marketplace (Yolo V3 Object Detector).mp4 74.04 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/006 SageMaker Demo 3 - AWS Marketplace (Yolo V3 Object Detector)_en.srt 12.17 KB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/007 SageMaker Demo 4 - SageMaker Studio 101.mp4 86.21 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/007 SageMaker Demo 4 - SageMaker Studio 101_en.srt 22.2 KB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/008 SageMaker Demo 5 - SageMaker Canvas 101.mp4 51.39 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/008 SageMaker Demo 5 - SageMaker Canvas 101_en.srt 13.32 KB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/009 SageMaker Demo 6 - Upload data to S3.mp4 30.47 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/009 SageMaker Demo 6 - Upload data to S3_en.srt 9.5 KB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/010 SageMaker Demo 7 - Train Machine Learning Model.mp4 40.49 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/010 SageMaker Demo 7 - Train Machine Learning Model_en.srt 11.47 KB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/011 Final Capstone Project Question.mp4 11.83 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/011 Final Capstone Project Question_en.srt 3.05 KB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/012 Final Capstone Project Solution.mp4 34.25 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/012 Final Capstone Project Solution_en.srt 10.85 KB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/013 Shutdown Canvas.mp4 1.88 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/013 Shutdown Canvas_en.srt 1.43 KB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/014 Day End Message.mp4 1.94 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/014 Day End Message_en.srt 675 B
06 - PART 2 DATA LABELING IN AWS/001 Welcome to Part 2 on Data Labeling in AWS.html 913 B
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/001 Day Welcome Message.mp4 7.25 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/001 Day Welcome Message_en.srt 1.84 KB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/002 Labeling-Images-in-SageMaker-GroundTruth.zip 10.06 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/002 Please Download Today's Materials.html 343 B
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/003 Project Overview and AWS Groundtruth.mp4 54.38 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/003 Project Overview and AWS Groundtruth_en.srt 15.37 KB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/004 21st Century New Gold!.mp4 39.52 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/004 21st Century New Gold!_en.srt 10.24 KB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/005 Data Sources and Types.mp4 210.49 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/005 Data Sources and Types_en.srt 18.47 KB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/006 Why Do We Need Labeled Datasets.mp4 65.98 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/006 Why Do We Need Labeled Datasets_en.srt 10.46 KB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/007 Data Labeling Challenges and Applications.mp4 16.13 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/007 Data Labeling Challenges and Applications_en.srt 5.59 KB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/008 Json Lines and Manifest Files 101.mp4 62.1 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/008 Json Lines and Manifest Files 101_en.srt 5.74 KB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/009 AWS SageMaker GroundTruth Demo Part 1.mp4 99.39 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/009 AWS SageMaker GroundTruth Demo Part 1_en.srt 20.23 KB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/010 AWS SageMaker GroundTruth Demo Part 2.mp4 102.68 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/010 AWS SageMaker GroundTruth Demo Part 2_en.srt 24.3 KB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/011 Final Capstone Project - Question.mp4 15.54 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/011 Final Capstone Project - Question_en.srt 3.06 KB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/012 Final Capstone Project - Solution.mp4 62.79 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/012 Final Capstone Project - Solution_en.srt 15.26 KB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/013 Additional Topic GroundTruth Plus and Auto-Labeling.mp4 41.3 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/013 Additional Topic GroundTruth Plus and Auto-Labeling_en.srt 9.66 KB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/014 Day End Message.mp4 2.33 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/014 Day End Message_en.srt 721 B
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/001 Day Welcome Message.mp4 5.69 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/001 Day Welcome Message_en.srt 1.44 KB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/002 Please Download Today's Materials.html 271 B
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/002 Text-Bounding-Boxes-Semantic-Labeling.zip 14.21 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/003 Introduction and Project Overview.mp4 25.9 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/003 Introduction and Project Overview_en.srt 9.65 KB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/004 Labeling Text Data in SageMaker GroundTruth - Demo Part #1.mp4 53.39 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/004 Labeling Text Data in SageMaker GroundTruth - Demo Part #1_en.srt 13.98 KB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/005 Labeling Text Data in SageMaker GroundTruth - Demo Part #2.mp4 11.42 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/005 Labeling Text Data in SageMaker GroundTruth - Demo Part #2_en.srt 7.36 KB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/006 Labeling Text Data in SageMaker GroundTruth - Demo Part #3.mp4 31.24 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/006 Labeling Text Data in SageMaker GroundTruth - Demo Part #3_en.srt 8.24 KB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/007 Semantic Segmentation in Groundtruth Demo #1.mp4 62.96 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/007 Semantic Segmentation in Groundtruth Demo #1_en.srt 12.51 KB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/008 Semantic Segmentation in Groundtruth Demo #2.mp4 54.63 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/008 Semantic Segmentation in Groundtruth Demo #2_en.srt 10.48 KB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/009 SageMaker GroundTruth Pricing.mp4 63.43 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/009 SageMaker GroundTruth Pricing_en.srt 11.84 KB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/010 Practice Opportunity - GroundTruth Pricing.mp4 28.53 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/010 Practice Opportunity - GroundTruth Pricing_en.srt 6.12 KB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/011 Final Capstone Project - Question.mp4 6.34 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/011 Final Capstone Project - Question_en.srt 2.44 KB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/012 Final Capstone Project - Solution.mp4 36.11 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/012 Final Capstone Project - Solution_en.srt 16.66 KB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/013 Day End Message.mp4 1.94 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/013 Day End Message_en.srt 536 B
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/GetFreeCourses.Co.url 116 B
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/How you can help GetFreeCourses.Co.txt 182 B
09 - PART 3 EXPLORATORY DATA ANALYSIS/001 Welcome to Part 3 on Exploratory Data Analysis (EDA).html 1.83 KB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/001 Day Welcome Message.mp4 6.81 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/001 Day Welcome Message_en.srt 1.56 KB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/002 EDA-Part-1-Crash-Course-Pandas.zip 3.22 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/002 Please Download Today's Materials.html 240 B
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/003 Exploratory Data Analysis (EDA) 101.mp4 98.57 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/003 Exploratory Data Analysis (EDA) 101_en.srt 10.69 KB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/004 Project Overview - EDA with Pandas.mp4 15.97 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/004 Project Overview - EDA with Pandas_en.srt 4.76 KB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/005 Jupyter Notebooks and SageMaker Studio Setup.mp4 86.44 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/005 Jupyter Notebooks and SageMaker Studio Setup_en.srt 10.53 KB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/006 Coding Task 1 - Define Pandas DataFrame.mp4 39.7 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/006 Coding Task 1 - Define Pandas DataFrame_en.srt 14.1 KB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/007 Practice Opportunity 1.mp4 49.17 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/007 Practice Opportunity 1_en.srt 15.73 KB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/008 Coding Task 2 - Load CSV and Statistical Analysis.mp4 20.73 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/008 Coding Task 2 - Load CSV and Statistical Analysis_en.srt 7.53 KB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/009 Practice Opportunity 2.mp4 24.12 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/009 Practice Opportunity 2_en.srt 5.03 KB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/010 Coding Task 3 - SetReset Index in Pandas.mp4 27.24 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/010 Coding Task 3 - SetReset Index in Pandas_en.srt 10.14 KB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/011 Practice Opportunity 3.mp4 12.34 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/011 Practice Opportunity 3_en.srt 4.28 KB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/012 Final Capstone Project Question.mp4 29.19 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/012 Final Capstone Project Question_en.srt 4.79 KB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/013 Final Capstone Project Solution.mp4 45.59 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/013 Final Capstone Project Solution_en.srt 8.28 KB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/014 Day End Message.mp4 1.11 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/014 Day End Message_en.srt 401 B
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/001 Day Welcome Message.mp4 3.49 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/001 Day Welcome Message_en.srt 870 B
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/002 EDA-Part-2-Crash-Course-on-Pandas-2.zip 1.97 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/002 Please Download Today's Materials.html 210 B
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/003 Project Overview and Key Learning Outcomes.mp4 8.15 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/003 Project Overview and Key Learning Outcomes_en.srt 2.75 KB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/004 Coding Task 1 - Import Datasets.mp4 33.3 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/004 Coding Task 1 - Import Datasets_en.srt 7.03 KB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/005 Practice Opportunity 1.mp4 59.95 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/005 Practice Opportunity 1_en.srt 10.25 KB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/006 Coding Task 2 - Access Elements in Pandas DataFrame.mp4 57.95 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/006 Coding Task 2 - Access Elements in Pandas DataFrame_en.srt 11.78 KB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/007 Practice Opportunity 2.mp4 12.11 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/007 Practice Opportunity 2_en.srt 6.23 KB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/008 Coding Task 3 - Delete and Add Columns.mp4 28.72 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/008 Coding Task 3 - Delete and Add Columns_en.srt 8.62 KB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/009 Practice Opportunity 3.mp4 46.66 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/009 Practice Opportunity 3_en.srt 7.67 KB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/010 Coding Task 4 - Label-based Indexing with .Loc().mp4 41.27 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/010 Coding Task 4 - Label-based Indexing with .Loc()_en.srt 12.37 KB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/011 Practice Opportunity 4.mp4 28.93 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/011 Practice Opportunity 4_en.srt 4.34 KB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/012 Coding Task 5 - Integer-based Indexing with .iLoc().mp4 30.02 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/012 Coding Task 5 - Integer-based Indexing with .iLoc()_en.srt 8.4 KB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/013 Practice Opportunity 5.mp4 25.25 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/013 Practice Opportunity 5_en.srt 3.72 KB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/014 Coding Task 6 - Broadcasting Operation.mp4 22.5 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/014 Coding Task 6 - Broadcasting Operation_en.srt 7.76 KB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/015 Practice Opportunity 6.mp4 20.68 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/015 Practice Opportunity 6_en.srt 6.2 KB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/016 Coding Task 7 - Sorting Pandas DataFrames.mp4 23.42 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/016 Coding Task 7 - Sorting Pandas DataFrames_en.srt 6.7 KB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/017 Practice Opportunity 7.mp4 24.1 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/017 Practice Opportunity 7_en.srt 3.96 KB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/018 Day End Message.mp4 1.36 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/018 Day End Message_en.srt 444 B
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/001 Day Welcome Message.mp4 3.74 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/001 Day Welcome Message_en.srt 968 B
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12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/014 Coding Task 6 - Perform EDA on Both Classes.mp4 24.27 MB
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12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/016 Coding Task 7 - Correlations and Histograms.mp4 79.09 MB
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12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/018 Final Capstone Projects - Questions.mp4 15.69 MB
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13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/001 Day Welcome Message.mp4 5.27 MB
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13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/002 Please Download Today's Materials.html 335 B
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/003 Project Overview.mp4 33.63 MB
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13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/016 Practice Opportunity 5.mp4 47.51 MB
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13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/017 Coding Task 6 - Plot Histograms in Matplotlib.mp4 23.42 MB
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13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/019 Coding Task 7 - Plot Countplot and Scatterplot in Seaborn.mp4 57.71 MB
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13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/021 Coding Task 8 - Plot Correlation Heatmaps, Displot and Pairplot.mp4 86.66 MB
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13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/022 Practice Opportunity 8.mp4 49.39 MB
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13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/023 Final End of Day Capstone Project Questions.mp4 40.67 MB
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13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/024 Final End of Day Capstone Project Solutions.mp4 110.29 MB
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14 - Day 10 Amazon SageMaker Data Wrangler/001 Day Welcome Message.mp4 6.5 MB
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14 - Day 10 Amazon SageMaker Data Wrangler/002 Please Download Today's Materials.html 235 B
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14 - Day 10 Amazon SageMaker Data Wrangler/007 Normalization vs. Standardization (Feature Scaling in Machine Learning).mp4 244.74 MB
14 - Day 10 Amazon SageMaker Data Wrangler/007 Normalization vs. Standardization (Feature Scaling in Machine Learning)_en.srt 29.6 KB
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14 - Day 10 Amazon SageMaker Data Wrangler/009 Data Wrangler Demo 2 - Change Datatypes & Generate Summary Table.mp4 47.07 MB
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14 - Day 10 Amazon SageMaker Data Wrangler/010 Data Wrangler Demo 3 - Data Visualization.mp4 29.86 MB
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14 - Day 10 Amazon SageMaker Data Wrangler/011 Data Wrangler Demo 4 - Bias Report, Remove Duplicates & Feature Importance.mp4 49.92 MB
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14 - Day 10 Amazon SageMaker Data Wrangler/012 Data Wrangler Demo 5 - Data Impute, Handle Missing and 1-Hot Encoding.mp4 60.33 MB
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14 - Day 10 Amazon SageMaker Data Wrangler/013 Data Wrangler Demo 6 - Perform Custom and Feature Scaling.mp4 77.34 MB
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14 - Day 10 Amazon SageMaker Data Wrangler/014 Data Wrangler Demo 7 - Export Dataflow.mp4 34.01 MB
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14 - Day 10 Amazon SageMaker Data Wrangler/015 Data Wrangler Demo 8 - Shutdown Resources.mp4 13.17 MB
14 - Day 10 Amazon SageMaker Data Wrangler/015 Data Wrangler Demo 8 - Shutdown Resources_en.srt 2.8 KB
14 - Day 10 Amazon SageMaker Data Wrangler/016 Final Capstone Project - Questions.mp4 8.51 MB
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15 - PART 4 MACHINE LEARNING REGRESSION/001 Welcome to Part 4 on Machine Learning Regression.html 1.09 KB
16 - Day 11 Simple Linear Regression in Scikit-Learn/001 Day Welcome Message.mp4 6.34 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/001 Day Welcome Message_en.srt 1.6 KB
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16 - Day 11 Simple Linear Regression in Scikit-Learn/002 Simple-Linear-Regression-in-SKLearn.zip 3.69 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/003 Project Overview.mp4 68.31 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/003 Project Overview_en.srt 6.95 KB
16 - Day 11 Simple Linear Regression in Scikit-Learn/004 Simple Linear Regression 101.mp4 20.61 MB
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16 - Day 11 Simple Linear Regression in Scikit-Learn/005 Least Sum of Squares.mp4 54.28 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/005 Least Sum of Squares_en.srt 17.3 KB
16 - Day 11 Simple Linear Regression in Scikit-Learn/006 Scikit-Learn Library Overview.mp4 100.23 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/006 Scikit-Learn Library Overview_en.srt 11.37 KB
16 - Day 11 Simple Linear Regression in Scikit-Learn/007 Coding Task #1 - Import Libraries and Datasets.mp4 61.36 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/007 Coding Task #1 - Import Libraries and Datasets_en.srt 12.53 KB
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16 - Day 11 Simple Linear Regression in Scikit-Learn/008 Practice Opportunity #1_en.srt 5.5 KB
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16 - Day 11 Simple Linear Regression in Scikit-Learn/009 Coding Task #2 - Explore the Data_en.srt 5.56 KB
16 - Day 11 Simple Linear Regression in Scikit-Learn/010 Practice Opportunity #2.mp4 25.79 MB
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16 - Day 11 Simple Linear Regression in Scikit-Learn/011 Coding Task #3 - Perform Data Visualization.mp4 50.38 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/011 Coding Task #3 - Perform Data Visualization_en.srt 11.61 KB
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16 - Day 11 Simple Linear Regression in Scikit-Learn/012 Practice Opportunity #3_en.srt 4.6 KB
16 - Day 11 Simple Linear Regression in Scikit-Learn/013 Coding Task #4 - Prepare the Data Before Model Training.mp4 39.76 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/013 Coding Task #4 - Prepare the Data Before Model Training_en.srt 7.56 KB
16 - Day 11 Simple Linear Regression in Scikit-Learn/014 Practice Opportunity #4.mp4 13.7 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/014 Practice Opportunity #4_en.srt 5.35 KB
16 - Day 11 Simple Linear Regression in Scikit-Learn/015 Train a Simple Linear Regression Model in SK-Learn.mp4 24.88 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/015 Train a Simple Linear Regression Model in SK-Learn_en.srt 8.57 KB
16 - Day 11 Simple Linear Regression in Scikit-Learn/016 Practice Opportunity #5.mp4 10.31 MB
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16 - Day 11 Simple Linear Regression in Scikit-Learn/017 Evaluate Trained Model Performance.mp4 22.13 MB
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16 - Day 11 Simple Linear Regression in Scikit-Learn/018 Practice Opportunity #6.mp4 36.69 MB
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16 - Day 11 Simple Linear Regression in Scikit-Learn/019 Final Capstone Project - Questions.mp4 13.92 MB
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16 - Day 11 Simple Linear Regression in Scikit-Learn/020 Final Capstone Project - Solution.mp4 47.52 MB
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16 - Day 11 Simple Linear Regression in Scikit-Learn/021 Day End Message.mp4 2.23 MB
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17 - Day 12 Regression Using AWS SageMaker Linear Learner/001 Day Welcome Message.mp4 16.55 MB
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17 - Day 12 Regression Using AWS SageMaker Linear Learner/002 Simple-Linear-Regression-with-AWS-Linear-Learner.zip 2.49 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/003 Overview of AWS SageMaker Built-in Algorithms.mp4 47.4 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/003 Overview of AWS SageMaker Built-in Algorithms_en.srt 12.96 KB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/004 AWS SageMaker Linear Learner Algorithm Overview.mp4 179.53 MB
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17 - Day 12 Regression Using AWS SageMaker Linear Learner/005 Coding Task #1 - Problem Overview.mp4 38.3 MB
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17 - Day 12 Regression Using AWS SageMaker Linear Learner/006 Practice Opportunity #1.mp4 22.27 MB
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17 - Day 12 Regression Using AWS SageMaker Linear Learner/007 Coding Task #2 - Import Libraries and Datasets.mp4 56.51 MB
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17 - Day 12 Regression Using AWS SageMaker Linear Learner/009 Coding Task #3 - Train a Linear Learner Model in SageMaker.mp4 230.64 MB
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17 - Day 12 Regression Using AWS SageMaker Linear Learner/011 Coding Task #4 - Deploy Endpoint.mp4 99.1 MB
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17 - Day 12 Regression Using AWS SageMaker Linear Learner/012 Practice Opportunity #4.mp4 59.83 MB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/001 Day Welcome Message.mp4 5.31 MB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/002 Please Download Today's Materials.html 365 B
18 - Day 13 Multiple Linear Regression in Scikit-Learn/003 Project Overview.mp4 57.37 MB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/004 Success Stories Price Prediction with AIML.mp4 63.48 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/004 Success Stories Price Prediction with AIML_en.srt 7.19 KB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/005 Multiple Linear Regression 101.mp4 31.33 MB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/006 Regression Metrics - Part #1.mp4 47.95 MB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/008 SageMaker Studio Domain Setup.mp4 12.39 MB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/009 Coding Task #1 - Import Key LibrariesDatasets.mp4 49.03 MB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/010 Practice Opportunity #1.mp4 22.76 MB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/011 Coding Task #2 - EDA and Data Visualization.mp4 58.05 MB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/012 Practice Opportunity #2.mp4 31.62 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/012 Practice Opportunity #2_en.srt 6.81 KB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/013 Coding Task #3 - EDA and Data Visualization 2.mp4 53.35 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/013 Coding Task #3 - EDA and Data Visualization 2_en.srt 7.01 KB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/014 Practice Opportunity #3.mp4 28.27 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/014 Practice Opportunity #3_en.srt 5.38 KB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/015 Coding Task #4 - Prepare the Data For Model Training.mp4 21.43 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/015 Coding Task #4 - Prepare the Data For Model Training_en.srt 6.14 KB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/016 Practice Opportunity #4.mp4 19.86 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/016 Practice Opportunity #4_en.srt 4.02 KB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/017 Coding Task #5 - Train ML Model in Scikit-Learn.mp4 26.81 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/017 Coding Task #5 - Train ML Model in Scikit-Learn_en.srt 7.96 KB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/018 Practice Opportunity #5.mp4 45.18 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/018 Practice Opportunity #5_en.srt 6.88 KB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/019 Capstone Project Questions.mp4 23.31 MB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/020 Capstone Project Solutions.mp4 77.92 MB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/021 Day End Message.mp4 2.14 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/021 Day End Message_en.srt 439 B
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/001 Day Welcome Message.mp4 4.71 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/001 Day Welcome Message_en.srt 1.03 KB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/002 Multiple-Linear-Regression-with-SageMaker-Linear-Learner.zip 2.47 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/002 Please Download Today's Materials.html 376 B
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/003 Project Card [Skip If Familiar].mp4 11.52 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/003 Project Card [Skip If Familiar]_en.srt 5.26 KB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/004 Coding Task #1 - Notebook Walkthrough Project Overview.mp4 21.71 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/004 Coding Task #1 - Notebook Walkthrough Project Overview_en.srt 4.14 KB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/005 Coding Task #2 - Perform EDA and Visualization.mp4 95.7 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/005 Coding Task #2 - Perform EDA and Visualization_en.srt 13.52 KB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/006 Coding Task #3 - Train a Linear Learner Model in SageMaker (Multiple Regression).mp4 125.62 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/006 Coding Task #3 - Train a Linear Learner Model in SageMaker (Multiple Regression)_en.srt 18.14 KB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/007 Practice Opportunity #1.mp4 54.04 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/007 Practice Opportunity #1_en.srt 7.24 KB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/008 Coding Task #4 - Deploy an Endpoint.mp4 59.59 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/008 Coding Task #4 - Deploy an Endpoint_en.srt 9.55 KB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/009 Final Capstone Project - Questions.mp4 5.07 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/009 Final Capstone Project - Questions_en.srt 2.9 KB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/010 Final Capstone Project - Solutions.mp4 26.15 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/010 Final Capstone Project - Solutions_en.srt 7.8 KB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/011 Day End Message.mp4 717.35 KB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/011 Day End Message_en.srt 284 B
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/001 Day Welcome Message.mp4 8.19 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/001 Day Welcome Message_en.srt 1.87 KB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/002 Please Download Today's Materials.html 489 B
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/002 Training-Job-from-SageMaker-Console.zip 5.91 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/003 Project Overview and Project Card.mp4 38.19 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/003 Project Overview and Project Card_en.srt 6.78 KB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/004 The Rise of Machine Learning in Higher Education.mp4 36.89 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/004 The Rise of Machine Learning in Higher Education_en.srt 5.67 KB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/005 Simple and Multiple Linear Regression [Recap].mp4 26.9 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/005 Simple and Multiple Linear Regression [Recap]_en.srt 7.69 KB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/006 Practice Opportunity 1.mp4 17.55 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/006 Practice Opportunity 1_en.srt 5.21 KB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/007 Demo Launch a Training Job in AWS SageMaker Console.mp4 101.57 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/007 Demo Launch a Training Job in AWS SageMaker Console_en.srt 26.3 KB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/008 Demo Analyze Training Job Outputs and Metrics.mp4 54.33 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/008 Demo Analyze Training Job Outputs and Metrics_en.srt 12.39 KB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/009 Demo Deploy an Endpoint.mp4 67.08 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/009 Demo Deploy an Endpoint_en.srt 18.64 KB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/010 Final End-of-Day Capstone Project Question.mp4 23.2 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/010 Final End-of-Day Capstone Project Question_en.srt 5.89 KB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/011 Final End-of-Day Capstone Project Solution.mp4 103.83 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/011 Final End-of-Day Capstone Project Solution_en.srt 23.25 KB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/012 Day End Message.mp4 1.29 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/012 Day End Message_en.srt 409 B
21 - Day 16 XG-Boost Regression in Scikit-Learn/001 Day Welcome Message.mp4 5.38 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/001 Day Welcome Message_en.srt 1.3 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/002 Please Download Today's Materials.html 264 B
21 - Day 16 XG-Boost Regression in Scikit-Learn/002 XGboost-in-SKLearn.zip 10.54 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/003 Project Overview and Card.mp4 23.62 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/003 Project Overview and Card_en.srt 8.32 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/004 Introduction to XG-Boost Algorithm.mp4 61.14 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/004 Introduction to XG-Boost Algorithm_en.srt 10.97 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/005 What is Boosting.mp4 104.38 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/005 What is Boosting_en.srt 15.51 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/006 Ensemble Learning.mp4 81.91 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/006 Ensemble Learning_en.srt 14.64 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/007 XG-Boost Algorithm Deep Dive (with examples).mp4 374.13 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/007 XG-Boost Algorithm Deep Dive (with examples)_en.srt 34.87 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/008 Coding Task 1 - Project Overview and Import data.mp4 17.18 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/008 Coding Task 1 - Project Overview and Import data_en.srt 8.59 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/009 Practice Opportunity 1.mp4 8.59 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/009 Practice Opportunity 1_en.srt 3.63 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/010 Coding Task 2 - Perform EDA and Visualization.mp4 66.99 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/010 Coding Task 2 - Perform EDA and Visualization_en.srt 14.32 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/011 Practice Opportunity 2.mp4 17.8 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/011 Practice Opportunity 2_en.srt 4.32 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/012 Coding Task 3 - Prepare the Data for Model Training.mp4 9.06 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/012 Coding Task 3 - Prepare the Data for Model Training_en.srt 3.63 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/013 Practice Opportunity 3.mp4 13.32 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/013 Practice Opportunity 3_en.srt 4.58 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/014 Coding Task 4 - Train and Test XG-Boost Algorithm.mp4 21.06 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/014 Coding Task 4 - Train and Test XG-Boost Algorithm_en.srt 8.35 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/015 Practice Opportunity 4.mp4 9.98 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/015 Practice Opportunity 4_en.srt 4.4 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/016 Final Capstone Project Question.mp4 5.2 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/016 Final Capstone Project Question_en.srt 3.28 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/017 Final Capstone Project Solution.mp4 182.72 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/017 Final Capstone Project Solution_en.srt 25.8 KB
21 - Day 16 XG-Boost Regression in Scikit-Learn/018 Day End Message.mp4 1.18 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/018 Day End Message_en.srt 353 B
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/001 Day Welcome Message.mp4 3.95 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/001 Day Welcome Message_en.srt 937 B
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/002 Please Download Today's Materials.html 239 B
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/002 XG-Boost-in-SageMaker.zip 4.35 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/003 Project Overview.mp4 16.43 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/003 Project Overview_en.srt 5.95 KB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/004 SageMaker Built-in XG-Boost Algorithm.mp4 191.48 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/004 SageMaker Built-in XG-Boost Algorithm_en.srt 16.84 KB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/005 Coding Task 1 - Import datalibraries and Perform EDA.mp4 45.58 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/005 Coding Task 1 - Import datalibraries and Perform EDA_en.srt 8.87 KB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/006 Coding Task 2 - Train SageMaker Built-in XG-Boost Algorithm - Part 1.mp4 80.49 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/006 Coding Task 2 - Train SageMaker Built-in XG-Boost Algorithm - Part 1_en.srt 15.62 KB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/007 Coding Task 3 - Train SageMaker Built-in XG-Boost Algorithm - Part 2.mp4 62.65 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/007 Coding Task 3 - Train SageMaker Built-in XG-Boost Algorithm - Part 2_en.srt 11.83 KB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/008 Coding Task 4 - Deploy Trained SageMaker Built-in XG-Boost Algorithm.mp4 113.83 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/008 Coding Task 4 - Deploy Trained SageMaker Built-in XG-Boost Algorithm_en.srt 16.58 KB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/009 Practice Opportunity 1.mp4 45.85 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/009 Practice Opportunity 1_en.srt 7.46 KB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/010 Final Capstone Project Question.mp4 6.91 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/010 Final Capstone Project Question_en.srt 4.02 KB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/011 Final Capstone Project Solution - Part 1.mp4 70.16 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/011 Final Capstone Project Solution - Part 1_en.srt 13.84 KB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/012 Final Capstone Project Solution - Part 2.mp4 82.86 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/012 Final Capstone Project Solution - Part 2_en.srt 13.77 KB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/013 Day End Message.mp4 2.43 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/013 Day End Message_en.srt 350 B
23 - Day 18 AWS SageMaker JumpStart/001 Day Welcome Message.mp4 4.27 MB
23 - Day 18 AWS SageMaker JumpStart/001 Day Welcome Message_en.srt 995 B
23 - Day 18 AWS SageMaker JumpStart/002 AWS-SageMaker-JumpStart.zip 6.3 MB
23 - Day 18 AWS SageMaker JumpStart/002 Please Download Today's Materials.html 516 B
23 - Day 18 AWS SageMaker JumpStart/003 Project Introduction and Key Learning Outcomes.mp4 11.62 MB
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23 - Day 18 AWS SageMaker JumpStart/004 AWS SageMaker JumpStart Overview.mp4 41.02 MB
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23 - Day 18 AWS SageMaker JumpStart/005 Data Split for SageMaker JumpStart.mp4 69.48 MB
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23 - Day 18 AWS SageMaker JumpStart/006 JumpStart Demo Part 1 - Data Upload.mp4 71.19 MB
23 - Day 18 AWS SageMaker JumpStart/006 JumpStart Demo Part 1 - Data Upload_en.srt 19.5 KB
23 - Day 18 AWS SageMaker JumpStart/007 JumpStart Demo Part 2 - Train the Model.mp4 16.69 MB
23 - Day 18 AWS SageMaker JumpStart/007 JumpStart Demo Part 2 - Train the Model_en.srt 7.91 KB
23 - Day 18 AWS SageMaker JumpStart/008 JumpStart Demo Part 3 - Deploy an Endpoint.mp4 12.51 MB
23 - Day 18 AWS SageMaker JumpStart/008 JumpStart Demo Part 3 - Deploy an Endpoint_en.srt 5.85 KB
23 - Day 18 AWS SageMaker JumpStart/009 JumpStart Demo Part 4 - Invoke Endpoint.mp4 86.33 MB
23 - Day 18 AWS SageMaker JumpStart/009 JumpStart Demo Part 4 - Invoke Endpoint_en.srt 17.85 KB
23 - Day 18 AWS SageMaker JumpStart/010 Final Capstone Project Question.mp4 20.23 MB
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23 - Day 18 AWS SageMaker JumpStart/011 Final Capstone Project Solution Part 1.mp4 51.13 MB
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23 - Day 18 AWS SageMaker JumpStart/013 Day End Message.mp4 1.34 MB
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24 - PART 5 HYPERPARAMETERS OPTIMIZATION/001 Welcome to Part 5 on Hyperparameters Optimization.html 321 B
24 - PART 5 HYPERPARAMETERS OPTIMIZATION/GetFreeCourses.Co.url 116 B
24 - PART 5 HYPERPARAMETERS OPTIMIZATION/How you can help GetFreeCourses.Co.txt 182 B
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/001 Day Welcome Message.mp4 6.84 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/001 Day Welcome Message_en.srt 1.66 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/002 Hyperparameters-Optimization-SKLearn.zip 3.5 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/002 Please Download Today's Materials.html 257 B
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/003 Project Overview and Card.mp4 70.93 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/003 Project Overview and Card_en.srt 9.15 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/004 Hyperparameters 101.mp4 121.66 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/004 Hyperparameters 101_en.srt 12.74 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/005 Hyperparameters Optimization Strategies.mp4 82.3 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/005 Hyperparameters Optimization Strategies_en.srt 14.42 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/006 Bias Variance Tradeoff.mp4 205.65 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/006 Bias Variance Tradeoff_en.srt 22.18 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/007 L2 Regularization (Ridge Regression).mp4 127.3 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/007 L2 Regularization (Ridge Regression)_en.srt 12.77 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/008 L1 Regularization (Lasso Regression).mp4 95.33 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/008 L1 Regularization (Lasso Regression)_en.srt 8.84 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/009 Coding Task 1 - Import Libraries and Datasets.mp4 18.45 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/009 Coding Task 1 - Import Libraries and Datasets_en.srt 7.49 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/010 Practice Opportunity 1.mp4 15.46 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/010 Practice Opportunity 1_en.srt 3.4 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/011 Coding Task 2 - Perform Data Cleaning.mp4 59.08 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/011 Coding Task 2 - Perform Data Cleaning_en.srt 8.85 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/012 Coding Task 3 - Perform Data Visualization.mp4 50.89 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/012 Coding Task 3 - Perform Data Visualization_en.srt 11.45 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/013 Practice Opportunity 2.mp4 15.85 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/013 Practice Opportunity 2_en.srt 3.57 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/014 Coding Task 4 - Split the Data into TrainingTesting.mp4 37.73 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/014 Coding Task 4 - Split the Data into TrainingTesting_en.srt 8.06 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/015 Coding Task 5 - Train an XG-Boost Algorithm in SKLearn.mp4 24.87 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/015 Coding Task 5 - Train an XG-Boost Algorithm in SKLearn_en.srt 8.26 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/016 Practice Opportunity 3.mp4 7.72 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/016 Practice Opportunity 3_en.srt 4.22 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/017 Coding Task 6 - Hyperparameters Optimization Using GridSearchCV.mp4 55.51 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/017 Coding Task 6 - Hyperparameters Optimization Using GridSearchCV_en.srt 10.5 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/018 Practice Opportunity 4.mp4 36.05 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/018 Practice Opportunity 4_en.srt 7.14 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/019 Coding Task 7 - Hyperparameters Using Random Search.mp4 19.8 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/019 Coding Task 7 - Hyperparameters Using Random Search_en.srt 6.4 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/020 Coding Task 8 - Hyperparameters Optimization Using Bayesian Optimizers.mp4 33.18 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/020 Coding Task 8 - Hyperparameters Optimization Using Bayesian Optimizers_en.srt 6.59 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/021 Final Capstone Project Question.mp4 6.48 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/021 Final Capstone Project Question_en.srt 3.35 KB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/022 Final Capstone Project Solution.mp4 48.36 MB
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/023 Day End Message.mp4 2.03 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/023 Day End Message_en.srt 271 B
26 - Day 20 Hyperparameters Optimization in SageMaker/001 Day Welcome Message.mp4 4.68 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/001 Day Welcome Message_en.srt 1.13 KB
26 - Day 20 Hyperparameters Optimization in SageMaker/002 Hyperparameters-Optimization-Using-SageMaker.zip 4.74 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/002 Please Download Today's Materials.html 248 B
26 - Day 20 Hyperparameters Optimization in SageMaker/003 Project Overview.mp4 46.72 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/003 Project Overview_en.srt 12.59 KB
26 - Day 20 Hyperparameters Optimization in SageMaker/004 Coding Task 1 - Import and Clean Datasets.mp4 28.99 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/004 Coding Task 1 - Import and Clean Datasets_en.srt 8.77 KB
26 - Day 20 Hyperparameters Optimization in SageMaker/005 Coding Task 2 - Visualize Data.mp4 41.62 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/005 Coding Task 2 - Visualize Data_en.srt 8.36 KB
26 - Day 20 Hyperparameters Optimization in SageMaker/006 Coding Task 3 - Train an XG-Boost Algo (without Hyperparameters Optimization).mp4 104.86 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/006 Coding Task 3 - Train an XG-Boost Algo (without Hyperparameters Optimization)_en.srt 20.04 KB
26 - Day 20 Hyperparameters Optimization in SageMaker/007 Coding Task 4 - DeployTest XG-Boost Algo (without Hyperparameters Optimization).mp4 49.78 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/007 Coding Task 4 - DeployTest XG-Boost Algo (without Hyperparameters Optimization)_en.srt 7.87 KB
26 - Day 20 Hyperparameters Optimization in SageMaker/008 Coding Task 5 - Perform HyperParameters Optimization in SageMaker.mp4 82.04 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/008 Coding Task 5 - Perform HyperParameters Optimization in SageMaker_en.srt 12.74 KB
26 - Day 20 Hyperparameters Optimization in SageMaker/009 Deploy Best Model and Assess its Performance.mp4 61.21 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/009 Deploy Best Model and Assess its Performance_en.srt 7.57 KB
26 - Day 20 Hyperparameters Optimization in SageMaker/010 Final Capstone Project Question.mp4 19.64 MB
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26 - Day 20 Hyperparameters Optimization in SageMaker/011 Final Capstone Project Solution Part 1.mp4 84.36 MB
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26 - Day 20 Hyperparameters Optimization in SageMaker/012 Final Capstone Project Solution Part 2.mp4 37.85 MB
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26 - Day 20 Hyperparameters Optimization in SageMaker/013 Final Capstone Project Solution Part 3.mp4 25.12 MB
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26 - Day 20 Hyperparameters Optimization in SageMaker/014 Final Capstone Project Solution Part 4.mp4 36.11 MB
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26 - Day 20 Hyperparameters Optimization in SageMaker/015 Day End Message.mp4 2.08 MB
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27 - PART 6 MACHINE LEARNING CLASSIFICATION & ChatGPT FOR PROGRAMMERS/001 Welcome to Part 6 on Machine Learning Classification.html 669 B
27 - PART 6 MACHINE LEARNING CLASSIFICATION & ChatGPT FOR PROGRAMMERS/GetFreeCourses.Co.url 116 B
27 - PART 6 MACHINE LEARNING CLASSIFICATION & ChatGPT FOR PROGRAMMERS/How you can help GetFreeCourses.Co.txt 182 B
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/001 Day Welcome Message.mp4 7.68 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/001 Day Welcome Message_en.srt 1.67 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/002 Compare-SKLearn-Classifier-Models.zip 4.48 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/002 Please Download Today's Materials.html 225 B
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/003 Project Overview.mp4 16.53 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/003 Project Overview_en.srt 4.06 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/004 Coding Task 1 - Import Libraries and Datasets.mp4 20.31 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/004 Coding Task 1 - Import Libraries and Datasets_en.srt 7.1 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/005 Practice Opportunity 1.mp4 14.12 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/005 Practice Opportunity 1_en.srt 3.92 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/006 Coding Task 2 - Perform Data Visualization.mp4 65.88 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/006 Coding Task 2 - Perform Data Visualization_en.srt 12.05 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/007 Practice Opportunity 2.mp4 27.93 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/007 Practice Opportunity 2_en.srt 5.53 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/008 Coding Task 3 - Plot Feature Importance.mp4 29.86 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/008 Coding Task 3 - Plot Feature Importance_en.srt 9.37 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/009 Coding Task 4 - Logistic Regression.mp4 26.27 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/009 Coding Task 4 - Logistic Regression_en.srt 11.71 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/010 Classifier Models Key Performance Indicators (KPIs) & Metrics.mp4 63.51 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/010 Classifier Models Key Performance Indicators (KPIs) & Metrics_en.srt 19.46 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/011 Practice Opportunity 3.mp4 20.02 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/011 Practice Opportunity 3_en.srt 5.01 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/012 Coding Task 5 - Support Vector Machines (SVM).mp4 50.64 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/012 Coding Task 5 - Support Vector Machines (SVM)_en.srt 12.92 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/013 Coding Task 6 - Random Forest Classifier Model.mp4 41.19 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/013 Coding Task 6 - Random Forest Classifier Model_en.srt 10.15 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/014 Coding Task 7 - K Nearest Neighbors (KNN).mp4 58.62 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/014 Coding Task 7 - K Nearest Neighbors (KNN)_en.srt 13.3 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/015 Practice Opportunity 4.mp4 10.16 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/015 Practice Opportunity 4_en.srt 2.95 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/016 Coding Task 8 - Naïve Bayes Classifier Models.mp4 45.69 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/016 Coding Task 8 - Naïve Bayes Classifier Models_en.srt 20.13 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/017 Practice Opportunity 5.mp4 37.21 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/017 Practice Opportunity 5_en.srt 6.45 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/018 Coding Task 9 - Compare Classifier Models.mp4 24.85 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/018 Coding Task 9 - Compare Classifier Models_en.srt 8.38 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/019 Coding Task 10 - Concluding Remarks.mp4 6.57 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/019 Coding Task 10 - Concluding Remarks_en.srt 3.27 KB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/020 Day End Message.mp4 1.06 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/020 Day End Message_en.srt 381 B
29 - Day 22 XG-Boost Classification in AWS SageMaker/001 Day Welcome Message.mp4 5.23 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/001 Day Welcome Message_en.srt 1.24 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/002 Please download today's Materials.html 257 B
29 - Day 22 XG-Boost Classification in AWS SageMaker/002 XG-Boost-Classification.zip 7.71 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/003 Project Overview.mp4 70.61 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/003 Project Overview_en.srt 8.49 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/004 XG-Boost 101 [Review].mp4 71.22 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/004 XG-Boost 101 [Review]_en.srt 11.69 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/005 Classifier Models KPIs.mp4 63.52 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/005 Classifier Models KPIs_en.srt 19.46 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/006 Coding Task 1 - Understand the Problem Statement and Load Data.mp4 17.28 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/006 Coding Task 1 - Understand the Problem Statement and Load Data_en.srt 7.13 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/007 Practice Opportunity 1.mp4 22.12 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/007 Practice Opportunity 1_en.srt 4.75 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/008 Coding Task 2 - Perform Data Visualization.mp4 135.98 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/008 Coding Task 2 - Perform Data Visualization_en.srt 25.8 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/009 Practice Opportunity 2.mp4 15.07 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/009 Practice Opportunity 2_en.srt 5.68 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/010 Coding Task 3 - Prepare the data for Model Training.mp4 17.98 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/010 Coding Task 3 - Prepare the data for Model Training_en.srt 5.86 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/011 Coding Task 4 - Train and Evaluate XG-Boost.mp4 41.65 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/011 Coding Task 4 - Train and Evaluate XG-Boost_en.srt 9.74 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/012 Practice Opportunity 3.mp4 26.84 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/012 Practice Opportunity 3_en.srt 6.04 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/013 Coding Task 5 - Train XG-Boost SageMaker.mp4 84.86 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/013 Coding Task 5 - Train XG-Boost SageMaker_en.srt 18.16 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/014 Coding Task 6 - Deploy and Test XG-Boost Model.mp4 56.67 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/014 Coding Task 6 - Deploy and Test XG-Boost Model_en.srt 12.3 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/015 Practice Opportunity 4.mp4 36.02 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/015 Practice Opportunity 4_en.srt 6.96 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/016 Final Capstone Project Question.mp4 37.45 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/016 Final Capstone Project Question_en.srt 10.44 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/017 Final Capstone Project Solution Part 1.mp4 55.2 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/017 Final Capstone Project Solution Part 1_en.srt 12.22 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/018 Final Capstone Project Solution Part 2.mp4 44.03 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/018 Final Capstone Project Solution Part 2_en.srt 10.02 KB
29 - Day 22 XG-Boost Classification in AWS SageMaker/019 Day End Message.mp4 1.09 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/019 Day End Message_en.srt 292 B
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/001 Day Welcome Message.mp4 6.44 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/001 Day Welcome Message_en.srt 1.58 KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/002 KNN-for-Classification.zip 2.99 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/002 Please download today's materials.html 192 B
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/003 Project Overview.mp4 10.8 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/003 Project Overview_en.srt 4.12 KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/004 K Nearest Neighbors Algorithm 101.mp4 142.15 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/004 K Nearest Neighbors Algorithm 101_en.srt 14.13 KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/005 K Nearest Neighbors in SageMaker.mp4 47.35 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/005 K Nearest Neighbors in SageMaker_en.srt 8.66 KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/006 Coding Task 1 - Import Libraries and Datasets.mp4 28.93 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/006 Coding Task 1 - Import Libraries and Datasets_en.srt 6.39 KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/007 Practice Opportunity 1.mp4 12.57 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/007 Practice Opportunity 1_en.srt 4.2 KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/008 Coding Task 2 - Perform Data Visualization.mp4 30.65 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/008 Coding Task 2 - Perform Data Visualization_en.srt 10.75 KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/009 Practice Opportunity 2.mp4 7.86 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/009 Practice Opportunity 2_en.srt 3.29 KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/010 Coding Task 3 - Split the data.mp4 8.94 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/010 Coding Task 3 - Split the data_en.srt 3.68 KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/011 Coding Task 4 - Train KNN Model in SKLearn.mp4 15.02 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/011 Coding Task 4 - Train KNN Model in SKLearn_en.srt 5.12 KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/012 Coding Task 5 - Evaluate Trained Model Performance.mp4 12.58 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/012 Coding Task 5 - Evaluate Trained Model Performance_en.srt 5.37 KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/013 Coding Task 6 - Train SageMaker Built-in KNN Algorithm.mp4 89.28 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/013 Coding Task 6 - Train SageMaker Built-in KNN Algorithm_en.srt 18.98 KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/014 Coding Task 7 - Evaluate trained model performance.mp4 64.35 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/014 Coding Task 7 - Evaluate trained model performance_en.srt 11.4 KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/015 Final Capstone Project Question.mp4 4.47 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/015 Final Capstone Project Question_en.srt 2.72 KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/016 Final Capstone Project Solution.mp4 37.06 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/016 Final Capstone Project Solution_en.srt 15.12 KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/017 Day End Message.mp4 1.19 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/017 Day End Message_en.srt 341 B
31 - Day 24 ChatGPT for Programmers/001 Find the Proper Programming Language Syntax Using ChatGPT and GPT-4.mp4 36.28 MB
31 - Day 24 ChatGPT for Programmers/001 Find the Proper Programming Language Syntax Using ChatGPT and GPT-4_en.srt 17.15 KB
31 - Day 24 ChatGPT for Programmers/002 Prepare a Study Plan and Find Best Resources (CoursesBooks) with ChatGPT.mp4 62.19 MB
31 - Day 24 ChatGPT for Programmers/002 Prepare a Study Plan and Find Best Resources (CoursesBooks) with ChatGPT_en.srt 15.78 KB
31 - Day 24 ChatGPT for Programmers/003 Perform Code Generation and Design Using ChatGPT.mp4 30.56 MB
31 - Day 24 ChatGPT for Programmers/003 Perform Code Generation and Design Using ChatGPT_en.srt 14.84 KB
31 - Day 24 ChatGPT for Programmers/004 Perform Code Debugging Using ChatGPT.mp4 54.27 MB
31 - Day 24 ChatGPT for Programmers/004 Perform Code Debugging Using ChatGPT_en.srt 15.41 KB
31 - Day 24 ChatGPT for Programmers/005 Optimize Your Code With ChatGPT.mp4 48.26 MB
31 - Day 24 ChatGPT for Programmers/005 Optimize Your Code With ChatGPT_en.srt 19.79 KB
31 - Day 24 ChatGPT for Programmers/006 Conduct Code Review With ChatGPT.mp4 61.33 MB
31 - Day 24 ChatGPT for Programmers/006 Conduct Code Review With ChatGPT_en.srt 16.84 KB
31 - Day 24 ChatGPT for Programmers/007 Leverage ChatGPT to Add New Features to Your Code.mp4 63.11 MB
31 - Day 24 ChatGPT for Programmers/007 Leverage ChatGPT to Add New Features to Your Code_en.srt 16.82 KB
31 - Day 24 ChatGPT for Programmers/008 Use ChatGPT to Test and Validate Your Code.mp4 38.22 MB
31 - Day 24 ChatGPT for Programmers/008 Use ChatGPT to Test and Validate Your Code_en.srt 15.5 KB
31 - Day 24 ChatGPT for Programmers/009 Perform Code Documentation With ChatGPT.mp4 48.64 MB
31 - Day 24 ChatGPT for Programmers/009 Perform Code Documentation With ChatGPT_en.srt 13.92 KB
31 - Day 24 ChatGPT for Programmers/010 Convert from One Programming Language to Another Using ChatGPT.mp4 33.51 MB
31 - Day 24 ChatGPT for Programmers/010 Convert from One Programming Language to Another Using ChatGPT_en.srt 13.33 KB
32 - PART 7 AUTOML & NO-CODE ML/001 Welcome to Part 7 on AutoML and No-Code ML Development.html 377 B
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/001 Day Welcome Message.mp4 7.79 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/001 Day Welcome Message_en.srt 1.8 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/002 AutoGluon-for-Tabular-ML-Regression.zip 5.78 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/002 Please Download Today's Materials.html 292 B
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/003 Project Overview & AutoGluon for Tabular Data.mp4 9.85 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/003 Project Overview & AutoGluon for Tabular Data_en.srt 5.2 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/004 AI Applications in Business.mp4 57.05 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/004 AI Applications in Business_en.srt 9.41 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/005 Practice Opportunity.mp4 68.16 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/005 Practice Opportunity_en.srt 11.03 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/006 Regression Recap.mp4 66.36 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/006 Regression Recap_en.srt 6.27 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/007 AutoGluon 101.mp4 73.77 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/007 AutoGluon 101_en.srt 12.57 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/008 AutoGluon Presets and Fit Parameters.mp4 56.19 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/008 AutoGluon Presets and Fit Parameters_en.srt 17.38 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/009 Coding Task 1 - Import AutoGluon and data Import.mp4 31.4 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/009 Coding Task 1 - Import AutoGluon and data Import_en.srt 6.5 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/010 Practice Opportunity 1.mp4 12.74 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/010 Practice Opportunity 1_en.srt 2.95 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/011 Coding Task 2 - Perform Exploratory Data Analysis (EDA).mp4 14.14 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/011 Coding Task 2 - Perform Exploratory Data Analysis (EDA)_en.srt 6.87 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/012 Practice Opportunity 2.mp4 10.59 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/012 Practice Opportunity 2_en.srt 4.17 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/013 Coding Task 3 - Visualize Dataset.mp4 38.95 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/013 Coding Task 3 - Visualize Dataset_en.srt 7.95 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/014 Practice Opportunity 3.mp4 21.79 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/014 Practice Opportunity 3_en.srt 4.35 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/015 Coding Task 4 - Train Models with AutoGluon.mp4 93.05 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/015 Coding Task 4 - Train Models with AutoGluon_en.srt 14.18 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/016 Coding Task 5 - Evaluate Trained Models.mp4 62.06 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/016 Coding Task 5 - Evaluate Trained Models_en.srt 12.37 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/017 Practice Opportunity 4.mp4 33.83 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/017 Practice Opportunity 4_en.srt 6.8 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/018 Final Capstone Project Question.mp4 18.66 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/018 Final Capstone Project Question_en.srt 8.38 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/019 Final Capstone Project Solution Part 1.mp4 47.7 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/019 Final Capstone Project Solution Part 1_en.srt 8.37 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/020 Final Capstone Project Solution Part 2.mp4 98.92 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/020 Final Capstone Project Solution Part 2_en.srt 12.82 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/021 Final Capstone Project Solution Part 3.mp4 37.78 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/021 Final Capstone Project Solution Part 3_en.srt 4.98 KB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/022 Day End Message.mp4 2.67 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/022 Day End Message_en.srt 377 B
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/001 Day Welcome Message.mp4 7.4 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/001 Day Welcome Message_en.srt 1.74 KB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/002 AutoGluon-for-Tabular-ML-Classification.zip 5.54 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/002 Please Download Today's Materials.html 299 B
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/003 Project Overview.mp4 16.37 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/003 Project Overview_en.srt 6.42 KB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/004 Classification Models KPIs [ReviewSkip if Familiar].mp4 30.54 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/004 Classification Models KPIs [ReviewSkip if Familiar]_en.srt 9.19 KB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/005 AutoGluon for Classification Tasks.mp4 73.64 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/005 AutoGluon for Classification Tasks_en.srt 9.51 KB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/006 Coding Task 1 - Import Datasets and AutoGloun.mp4 26.37 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/006 Coding Task 1 - Import Datasets and AutoGloun_en.srt 4.4 KB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/007 Practice Opportunity 1.mp4 31.71 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/007 Practice Opportunity 1_en.srt 6.78 KB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/008 Coding Task 2 - Perform Exploratory Data Analysis.mp4 86.44 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/008 Coding Task 2 - Perform Exploratory Data Analysis_en.srt 13.07 KB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/009 Practice Opportunity 2.mp4 18.79 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/009 Practice Opportunity 2_en.srt 3.55 KB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/010 Coding Task 3 - Train Classification Model using AutoGluon.mp4 39.96 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/010 Coding Task 3 - Train Classification Model using AutoGluon_en.srt 7.69 KB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/011 Coding Task 4 - Evaluate Classification Model using AutoGluon.mp4 37.89 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/011 Coding Task 4 - Evaluate Classification Model using AutoGluon_en.srt 7.71 KB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/012 Practice Opportunity 3.mp4 33.25 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/012 Practice Opportunity 3_en.srt 6.25 KB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/013 Final Capstone Project Question.mp4 16.54 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/013 Final Capstone Project Question_en.srt 4.27 KB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/014 Final Capstone Project Solution Part 1.mp4 77.29 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/014 Final Capstone Project Solution Part 1_en.srt 8.42 KB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/015 Final Capstone Project Solution Part 2.mp4 46.55 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/015 Final Capstone Project Solution Part 2_en.srt 6.56 KB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/016 Final Capstone Project Solution Part 3.mp4 18.93 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/016 Final Capstone Project Solution Part 3_en.srt 3.46 KB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/017 Day End Message.mp4 2.55 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/017 Day End Message_en.srt 375 B
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/001 Day Welcome Message.mp4 7.1 MB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/001 Day Welcome Message_en.srt 1.69 KB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/002 Please Download Today's Materials.html 288 B
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/002 SageMaker-Autopilot.zip 4.08 MB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/003 Project Overview.mp4 16.6 MB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/003 Project Overview_en.srt 6.25 KB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/004 Amazon SageMaker Autopilot.mp4 125.46 MB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/004 Amazon SageMaker Autopilot_en.srt 20.64 KB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/005 SageMaker Autopilot Demo 1 - Upload Data and Train Model.mp4 31.68 MB
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35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/006 SageMaker Autopilot Demo 2 - Analyze Trained Models.mp4 26.67 MB
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35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/007 SageMaker Autopilot Demo 3 - Candidate Notebooks & Model Deployment.mp4 80.36 MB
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35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/008 Resources Cleanup [Important].mp4 6.04 MB
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35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/009 Final Capstone Project Question.mp4 4.72 MB
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35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/010 Final Capstone Project Solution 1.mp4 62.45 MB
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35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/011 Final Capstone Project Solution 2.mp4 78.74 MB
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35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/012 Day End Message.mp4 1.44 MB
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36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/001 Day Welcome Message.mp4 5.19 MB
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36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/002 No-Code-with-AWS-SageMaker-Canvas.zip 3.84 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/002 Please Download Today's Materials.html 182 B
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/003 Project Overview.mp4 33.61 MB
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36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/004 AWS SageMaker Canvas 101.mp4 42.65 MB
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36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/005 Success Stories in Human Resources.mp4 30.96 MB
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36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/006 Project Demo Part 1 - Upload data to S3 and Launch Canvas.mp4 35.53 MB
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36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/007 Project Demo Part 2 - Train the Model.mp4 26.57 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/007 Project Demo Part 2 - Train the Model_en.srt 18.88 KB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/008 Project Demo Part 3 - Model Evaluation and Analysis.mp4 61.77 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/008 Project Demo Part 3 - Model Evaluation and Analysis_en.srt 19.84 KB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/009 Project Demo Part 4 - Generate Predictions.mp4 14.45 MB
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36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/010 Final End-of-Day Capstone Project Question.mp4 13.07 MB
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36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/011 Final End-of-Day Capstone Project Solution.mp4 42.11 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/011 Final End-of-Day Capstone Project Solution_en.srt 21.32 KB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/012 Shutting Down SageMaker Canvas [Important].mp4 1.99 MB
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36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/013 Appendix Review Classification Models KPIs.mp4 63.53 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/013 Appendix Review Classification Models KPIs_en.srt 19.46 KB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/014 Day End Message.mp4 2.71 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/014 Day End Message_en.srt 377 B
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/GetFreeCourses.Co.url 116 B
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/How you can help GetFreeCourses.Co.txt 182 B
37 - PART 8 MACHINE LEARNING WORKFLOWS/001 Welcome to Part 8 on Machine Learning Workflows.html 684 B
38 - Day 29 Lambda Functions Using AWS Console/001 Day Welcome Message.mp4 5.07 MB
38 - Day 29 Lambda Functions Using AWS Console/001 Day Welcome Message_en.srt 1.15 KB
38 - Day 29 Lambda Functions Using AWS Console/002 AWS-Lambda-Functions-1.pptx 5.06 MB
38 - Day 29 Lambda Functions Using AWS Console/002 Please Download Today's Materials.html 67 B
38 - Day 29 Lambda Functions Using AWS Console/003 Introduction to AWS Lambda and Key Learning Outcomes.mp4 15.54 MB
38 - Day 29 Lambda Functions Using AWS Console/003 Introduction to AWS Lambda and Key Learning Outcomes_en.srt 5.76 KB
38 - Day 29 Lambda Functions Using AWS Console/004 Machine Learning Workflows 101.mp4 80.85 MB
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38 - Day 29 Lambda Functions Using AWS Console/005 AWS Lambda Functions 101.mp4 96.44 MB
38 - Day 29 Lambda Functions Using AWS Console/005 AWS Lambda Functions 101_en.srt 17.88 KB
38 - Day 29 Lambda Functions Using AWS Console/006 AWS Lambda Functions Anatomy.mp4 16.94 MB
38 - Day 29 Lambda Functions Using AWS Console/006 AWS Lambda Functions Anatomy_en.srt 5.28 KB
38 - Day 29 Lambda Functions Using AWS Console/007 Demo #1 Define and Test AWS Lambda Function.mp4 27.03 MB
38 - Day 29 Lambda Functions Using AWS Console/007 Demo #1 Define and Test AWS Lambda Function_en.srt 13.37 KB
38 - Day 29 Lambda Functions Using AWS Console/008 Demo #2 Part #1 Define a Lambda Function.mp4 42.14 MB
38 - Day 29 Lambda Functions Using AWS Console/008 Demo #2 Part #1 Define a Lambda Function_en.srt 13.43 KB
38 - Day 29 Lambda Functions Using AWS Console/009 Demo #2 Part #2 Test a Lambda Function.mp4 20.37 MB
38 - Day 29 Lambda Functions Using AWS Console/009 Demo #2 Part #2 Test a Lambda Function_en.srt 5.58 KB
38 - Day 29 Lambda Functions Using AWS Console/010 Demo #2 Part #3 Monitor a Lambda Function.mp4 41.46 MB
38 - Day 29 Lambda Functions Using AWS Console/010 Demo #2 Part #3 Monitor a Lambda Function_en.srt 9 KB
38 - Day 29 Lambda Functions Using AWS Console/011 Final Capstone Project Question.mp4 13.18 MB
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38 - Day 29 Lambda Functions Using AWS Console/012 Final Capstone Project Solution.mp4 64.74 MB
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38 - Day 29 Lambda Functions Using AWS Console/013 Day End Message.mp4 1.67 MB
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39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/001 Day Welcome Message.mp4 19.13 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/001 Day Welcome Message_en.srt 1.18 KB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/002 AWS-Lambda-Functions-2.zip 3.82 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/002 Please Download Today's Materials.html 296 B
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/003 Introduction and Key Learning Outcomes.mp4 14.76 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/003 Introduction and Key Learning Outcomes_en.srt 5.15 KB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/004 Synchronous Vs. Asynchronous Invocations.mp4 97.21 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/004 Synchronous Vs. Asynchronous Invocations_en.srt 8.64 KB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/005 Define a Lambda Function Using Boto3 SDK.mp4 121.86 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/005 Define a Lambda Function Using Boto3 SDK_en.srt 30.81 KB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/006 Invoke a Lambda Function Using Boto3 SDK.mp4 145.71 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/006 Invoke a Lambda Function Using Boto3 SDK_en.srt 25.92 KB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/007 Lambda Invocation with EventBridge.mp4 47.87 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/007 Lambda Invocation with EventBridge_en.srt 10.2 KB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/008 Final Capstone Project Question.mp4 10.77 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/008 Final Capstone Project Question_en.srt 2.88 KB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/009 Final Capstone Project Solution Part 1.mp4 71.59 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/009 Final Capstone Project Solution Part 1_en.srt 18.04 KB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/010 Final Capstone Project Solution Part 2.mp4 79.63 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/010 Final Capstone Project Solution Part 2_en.srt 16.22 KB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/011 Day End Message.mp4 2.8 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/011 Day End Message_en.srt 428 B
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