[FreeCourseLab.com] Udemy - Scala and Spark for Big Data and Machine Learning

mp4   Hot:72   Size:1.35 GB   Created:2019-10-11 13:05:27   Update:2021-12-07 06:07:09  

File List

  • 12. Classification with Spark/4. Spark Classification - Logistic Regression Example - Part 2.mp4 56.1 MB
    13. Model Evaluation/2. Spark Model Evaluation - Documentation Example.mp4 53.39 MB
    16. DataBricks and Spark/4. Zeppelin Notebooks on AWS Elastic MapReduce.mp4 52.33 MB
    13. Model Evaluation/3. Spark - Model Evaluation - Regression Example.mp4 52.26 MB
    9. Spark DataFrames with Scala/4. Spark DataFrame Operations.mp4 49.47 MB
    16. DataBricks and Spark/1. Databricks Overview.mp4 47.96 MB
    12. Classification with Spark/3. Spark Classification - Logistic Regression Example - Part 1.mp4 42.89 MB
    9. Spark DataFrames with Scala/10. DataFrame Project - Solutions.mp4 41.43 MB
    11. Regression with Spark/8. Linear Regression Project Solutions.mp4 40.75 MB
    12. Classification with Spark/6. Classification Project Solutions.mp4 40.07 MB
    11. Regression with Spark/5. Linear Regression Walkthrough Part 1.mp4 39.63 MB
    9. Spark DataFrames with Scala/3. DataFrames Overview.mp4 35.93 MB
    10. Introduction to Machine Learning/2. Machine Learning with Spark.mp4 32.43 MB
    3. Windows Scala and Spark Set-up and Installation/3. Windows Scala and Spark Installation.mp4 30.15 MB
    9. Spark DataFrames with Scala/5. GroupBy and Aggregate Functions.mp4 29.26 MB
    8. Scala Programming Level Two/6. Scala Programming Exercises - Solutions.mp4 29.05 MB
    5. Linux (Ubuntu) Setup and Installation/1. Installing Scala and Spark on Linux (Ubuntu).mp4 28.89 MB
    16. DataBricks and Spark/3. Spark Recommender System Implementation.mp4 28.19 MB
    15. PCA with Spark/4. PCA Spark Exercise - Solutions.mp4 27.1 MB
    3. Windows Scala and Spark Set-up and Installation/4. Atom Windows Installation.mp4 26.67 MB
    9. Spark DataFrames with Scala/6. Missing data.mp4 26.03 MB
    14. Clustering with Spark/6. Clustering Project Exercises - Solutions.mp4 25.84 MB
    9. Spark DataFrames with Scala/2. Introduction to Spark DataFrames.mp4 25.69 MB
    9. Spark DataFrames with Scala/7. Date and Timestamps.mp4 25.47 MB
    4. Mac OS Setup and Installation/1. Mac OS Installation and Setup.mp4 24.01 MB
    11. Regression with Spark/3. Linear Regression Documentation Example.mp4 23.9 MB
    10. Introduction to Machine Learning/3. IntelliJ IDEA Installation Overview.mp4 23.61 MB
    12. Classification with Spark/1. Introduction to Classification.mp4 22.06 MB
    8. Scala Programming Level Two/4. Functions.mp4 21.69 MB
    6. Scala Programming Level One/4. Strings and Basic Regex.mp4 21.64 MB
    12. Classification with Spark/2. Classification Documentation Example.mp4 21.38 MB
    1. Course Introduction/3. Scala and Spark Overview.mp4 19.3 MB
    14. Clustering with Spark/4. Example of KMeans with Spark.mp4 19.06 MB
    13. Model Evaluation/1. Model Evaluation Overview.mp4 18.94 MB
    11. Regression with Spark/6. Linear Regression Walkthrough Part 2.mp4 17.48 MB
    8. Scala Programming Level Two/1. Flow Control.mp4 14.78 MB
    7. Collections/2. Lists.mp4 14.45 MB
    6. Scala Programming Level One/2. Values and Variables.mp4 13.06 MB
    10. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 12.85 MB
    15. PCA with Spark/2. PCA with Spark - Documentation Example.mp4 12.51 MB
    6. Scala Programming Level One/1. Arithmetic and Numbers.mp4 12.22 MB
    7. Collections/5. Maps.mp4 12.18 MB
    11. Regression with Spark/1. Introduction to Linear Regression.mp4 11.73 MB
    7. Collections/8. Collections Assessment Test - Solutions.mp4 10.63 MB
    14. Clustering with Spark/5. Clustering Project Exercise Overview.mp4 10.57 MB
    7. Collections/4. Sets.mp4 10.3 MB
    8. Scala Programming Level Two/3. While Loops.mp4 10.2 MB
    8. Scala Programming Level Two/2. For Loops.mp4 10.11 MB
    6. Scala Programming Level One/8. Scala Basics - Assessment Test Solutions.mp4 10.05 MB
    14. Clustering with Spark/2. KMeans Theory Lecture.mp4 9.06 MB
    15. PCA with Spark/3. PCA with Spark - Project Exercise.mp4 8.65 MB
    1. Course Introduction/1. Introduction.mp4 8.56 MB
    16. DataBricks and Spark/2. Introduction to Spark Recommendation Systems.mp4 7.71 MB
    7. Collections/3. Arrays.mp4 6.49 MB
    11. Regression with Spark/7. Linear Regression Exercise Project.mp4 6.35 MB
    15. PCA with Spark/1. PCA Theory Overview.mp4 5.89 MB
    8. Scala Programming Level Two/5. Scala Programming Exercises.mp4 5.66 MB
    2. Scala IDE Options and Overview/1. ScalaIDE Overview.mp4 5.51 MB
    12. Classification with Spark/5. Logistic Regression Project Exercise.mp4 5.22 MB
    6. Scala Programming Level One/5. Tuples.mp4 4.28 MB
    6. Scala Programming Level One/3. Booleans and Comparison Operators.mp4 3.75 MB
    9. Spark DataFrames with Scala/9. DataFrame Project Exercises.mp4 3.62 MB
    14. Clustering with Spark/1. Introduction to Clustering with Spark.mp4 3.12 MB
    11. Regression with Spark/2. Introduction to Regression Section.mp4 2.24 MB
    1. Course Introduction/2.2 Spark PDF Slides.zip.zip 1.55 MB
    7. Collections/1. Intro to Collections.mp4 1.4 MB
    3. Windows Scala and Spark Set-up and Installation/1. Windows Introduction.mp4 1.31 MB
    6. Scala Programming Level One/6. Scala Basics - Assessment Test Exercises.mp4 1.17 MB
    1. Course Introduction/2.1 Scala-and-Spark-Bootcamp-master.zip.zip 1.06 MB
    7. Collections/6. Collections - Assessment Test Exercise.mp4 1.01 MB
    11. Regression with Spark/4.2 Clean_USA_Housing.csv.csv 468.47 KB
    3. Windows Scala and Spark Set-up and Installation/3.1 winutils.exe.exe 105.5 KB
    11. Regression with Spark/4.1 Clean_Ecommerce.csv.csv 60.98 KB
    13. Model Evaluation/3. Spark - Model Evaluation - Regression Example.vtt 28.45 KB
    13. Model Evaluation/2. Spark Model Evaluation - Documentation Example.vtt 27.22 KB
    16. DataBricks and Spark/4. Zeppelin Notebooks on AWS Elastic MapReduce.vtt 26.64 KB
    9. Spark DataFrames with Scala/10. DataFrame Project - Solutions.vtt 24.71 KB
    9. Spark DataFrames with Scala/3. DataFrames Overview.vtt 23.9 KB
    12. Classification with Spark/4. Spark Classification - Logistic Regression Example - Part 2.vtt 23.86 KB
    16. DataBricks and Spark/1. Databricks Overview.vtt 23.27 KB
    9. Spark DataFrames with Scala/4. Spark DataFrame Operations.vtt 22.16 KB
    11. Regression with Spark/8. Linear Regression Project Solutions.vtt 20.03 KB
    12. Classification with Spark/3. Spark Classification - Logistic Regression Example - Part 1.vtt 19.65 KB
    11. Regression with Spark/5. Linear Regression Walkthrough Part 1.vtt 19.36 KB
    8. Scala Programming Level Two/6. Scala Programming Exercises - Solutions.vtt 19.31 KB
    12. Classification with Spark/6. Classification Project Solutions.vtt 17.17 KB
    9. Spark DataFrames with Scala/6. Missing data.vtt 16.68 KB
    10. Introduction to Machine Learning/2. Machine Learning with Spark.vtt 16.62 KB
    16. DataBricks and Spark/3. Spark Recommender System Implementation.vtt 15.87 KB
    6. Scala Programming Level One/4. Strings and Basic Regex.vtt 15.85 KB
    8. Scala Programming Level Two/4. Functions.vtt 15.53 KB
    12. Classification with Spark/1. Introduction to Classification.vtt 15.45 KB
    10. Introduction to Machine Learning/3. IntelliJ IDEA Installation Overview.vtt 15.2 KB
    5. Linux (Ubuntu) Setup and Installation/1. Installing Scala and Spark on Linux (Ubuntu).vtt 14.91 KB
    9. Spark DataFrames with Scala/5. GroupBy and Aggregate Functions.vtt 14.85 KB
    3. Windows Scala and Spark Set-up and Installation/3. Windows Scala and Spark Installation.vtt 14.46 KB
    1. Course Introduction/3. Scala and Spark Overview.vtt 13.93 KB
    4. Mac OS Setup and Installation/1. Mac OS Installation and Setup.vtt 13.76 KB
    13. Model Evaluation/1. Model Evaluation Overview.vtt 13.37 KB
    15. PCA with Spark/4. PCA Spark Exercise - Solutions.vtt 13.13 KB
    9. Spark DataFrames with Scala/7. Date and Timestamps.vtt 12.87 KB
    14. Clustering with Spark/6. Clustering Project Exercises - Solutions.vtt 11.93 KB
    3. Windows Scala and Spark Set-up and Installation/4. Atom Windows Installation.vtt 11.71 KB
    11. Regression with Spark/3. Linear Regression Documentation Example.vtt 11.57 KB
    8. Scala Programming Level Two/1. Flow Control.vtt 11 KB
    7. Collections/2. Lists.vtt 10.33 KB
    6. Scala Programming Level One/2. Values and Variables.vtt 10.3 KB
    14. Clustering with Spark/4. Example of KMeans with Spark.vtt 10.11 KB
    12. Classification with Spark/2. Classification Documentation Example.vtt 10.09 KB
    6. Scala Programming Level One/1. Arithmetic and Numbers.vtt 9.59 KB
    11. Regression with Spark/6. Linear Regression Walkthrough Part 2.vtt 9.26 KB
    9. Spark DataFrames with Scala/2. Introduction to Spark DataFrames.vtt 8.87 KB
    10. Introduction to Machine Learning/1. Introduction to Machine Learning.vtt 8.71 KB
    11. Regression with Spark/1. Introduction to Linear Regression.vtt 7.67 KB
    7. Collections/5. Maps.vtt 7.62 KB
    6. Scala Programming Level One/8. Scala Basics - Assessment Test Solutions.vtt 7.61 KB
    15. PCA with Spark/2. PCA with Spark - Documentation Example.vtt 7.55 KB
    8. Scala Programming Level Two/2. For Loops.vtt 7.41 KB
    8. Scala Programming Level Two/3. While Loops.vtt 7.32 KB
    7. Collections/4. Sets.vtt 7.23 KB
    7. Collections/8. Collections Assessment Test - Solutions.vtt 7.19 KB
    14. Clustering with Spark/2. KMeans Theory Lecture.vtt 6.21 KB
    17. BONUS DISCOUNT COUPONS/1. Bonus Lecture Coupons.html 5.79 KB
    16. DataBricks and Spark/2. Introduction to Spark Recommendation Systems.vtt 5.52 KB
    14. Clustering with Spark/5. Clustering Project Exercise Overview.vtt 5.25 KB
    7. Collections/3. Arrays.vtt 4.77 KB
    15. PCA with Spark/3. PCA with Spark - Project Exercise.vtt 4.47 KB
    15. PCA with Spark/1. PCA Theory Overview.vtt 3.84 KB
    2. Scala IDE Options and Overview/1. ScalaIDE Overview.vtt 3.82 KB
    8. Scala Programming Level Two/5. Scala Programming Exercises.vtt 3.79 KB
    1. Course Introduction/1. Introduction.vtt 3.34 KB
    6. Scala Programming Level One/5. Tuples.vtt 3.33 KB
    11. Regression with Spark/7. Linear Regression Exercise Project.vtt 3.22 KB
    6. Scala Programming Level One/3. Booleans and Comparison Operators.vtt 2.83 KB
    12. Classification with Spark/5. Logistic Regression Project Exercise.vtt 2.75 KB
    14. Clustering with Spark/1. Introduction to Clustering with Spark.vtt 2.34 KB
    9. Spark DataFrames with Scala/9. DataFrame Project Exercises.vtt 2.18 KB
    11. Regression with Spark/2. Introduction to Regression Section.vtt 1.61 KB
    9. Spark DataFrames with Scala/1. Quick Note for Windows Users!.html 1.3 KB
    16. DataBricks and Spark/5. So what's next.html 1.11 KB
    7. Collections/1. Intro to Collections.vtt 1.04 KB
    3. Windows Scala and Spark Set-up and Installation/1. Windows Introduction.vtt 1.03 KB
    6. Scala Programming Level One/6. Scala Basics - Assessment Test Exercises.vtt 898 B
    3. Windows Scala and Spark Set-up and Installation/5. Terminal Exericse.html 859 B
    7. Collections/7. Scala Collections Assessment Test.html 697 B
    6. Scala Programming Level One/7. Scala Basics Assessment Test Questions.html 691 B
    7. Collections/6. Collections - Assessment Test Exercise.vtt 583 B
    14. Clustering with Spark/3. Note on Kmeans.html 498 B
    2. Scala IDE Options and Overview/2. Computer Set-up Time!.html 491 B
    3. Windows Scala and Spark Set-up and Installation/2. Quick note about Windows Installation..html 441 B
    11. Regression with Spark/4. Alternate Linear Regression Data CSV File.html 404 B
    1. Course Introduction/2. Course FAQs.html 296 B
    9. Spark DataFrames with Scala/8. Quick Note on DataFrame Project.html 269 B
    4. Mac OS Setup and Installation/1.1 Mac Install Guide.html 168 B
    3. Windows Scala and Spark Set-up and Installation/3.2 Windows Written Install Instructions.html 162 B
    5. Linux (Ubuntu) Setup and Installation/1.1 Ubuntu Install Guide.html 161 B
    10. Introduction to Machine Learning/3.2 IntelliJ IDEA Site.html 152 B
    7. Collections/3.1 Scala lists vs Arrays.html 146 B
    [FreeCourseLab.com].url 126 B
    10. Introduction to Machine Learning/3.1 Instructions on Connecting IntelliJ to Spark.html 119 B

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