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种子名称： [DesireCourse.Net] Udemy - Scala and Spark for Big Data and Machine Learning
文件类型： 视频
文件数目： 68个文件
文件大小： 1.34 GB
收录时间： 2020-9-10 17:15
已经下载： 3次
资源热度： 241
最近下载： 2024-12-4 19:41

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[DesireCourse.Net] Udemy - Scala and Spark for Big Data and Machine Learning.torrent

1. Course Introduction/1. Introduction.mp48.56MB

1. Course Introduction/3. Scala and Spark Overview.mp419.29MB

10. Introduction to Machine Learning/1. Introduction to Machine Learning.mp412.85MB

10. Introduction to Machine Learning/2. Machine Learning with Spark.mp432.43MB

10. Introduction to Machine Learning/3. IntelliJ IDEA Installation Overview.mp423.6MB

11. Regression with Spark/1. Introduction to Linear Regression.mp411.73MB

11. Regression with Spark/2. Introduction to Regression Section.mp42.25MB

11. Regression with Spark/3. Linear Regression Documentation Example.mp423.89MB

11. Regression with Spark/5. Linear Regression Walkthrough Part 1.mp439.62MB

11. Regression with Spark/6. Linear Regression Walkthrough Part 2.mp417.47MB

11. Regression with Spark/7. Linear Regression Exercise Project.mp46.35MB

11. Regression with Spark/8. Linear Regression Project Solutions.mp440.74MB

12. Classification with Spark/1. Introduction to Classification.mp422.05MB

12. Classification with Spark/2. Classification Documentation Example.mp421.37MB

12. Classification with Spark/3. Spark Classification - Logistic Regression Example - Part 1.mp442.88MB

12. Classification with Spark/4. Spark Classification - Logistic Regression Example - Part 2.mp456.09MB

12. Classification with Spark/5. Logistic Regression Project Exercise.mp45.22MB

12. Classification with Spark/6. Classification Project Solutions.mp440.06MB

13. Model Evaluation/1. Model Evaluation Overview.mp418.94MB

13. Model Evaluation/2. Spark Model Evaluation - Documentation Example.mp453.38MB

13. Model Evaluation/3. Spark - Model Evaluation - Regression Example.mp452.25MB

14. Clustering with Spark/1. Introduction to Clustering with Spark.mp43.11MB

14. Clustering with Spark/2. KMeans Theory Lecture.mp49.05MB

14. Clustering with Spark/4. Example of KMeans with Spark.mp419.05MB

14. Clustering with Spark/5. Clustering Project Exercise Overview.mp410.56MB

14. Clustering with Spark/6. Clustering Project Exercises - Solutions.mp425.83MB

15. PCA with Spark/1. PCA Theory Overview.mp45.89MB

15. PCA with Spark/2. PCA with Spark - Documentation Example.mp412.5MB

15. PCA with Spark/3. PCA with Spark - Project Exercise.mp48.65MB

15. PCA with Spark/4. PCA Spark Exercise - Solutions.mp427.1MB

16. DataBricks and Spark/1. Databricks Overview.mp447.95MB

16. DataBricks and Spark/2. Introduction to Spark Recommendation Systems.mp47.71MB

16. DataBricks and Spark/3. Spark Recommender System Implementation.mp428.19MB

16. DataBricks and Spark/4. Zeppelin Notebooks on AWS Elastic MapReduce.mp452.33MB

2. Scala IDE Options and Overview/1. ScalaIDE Overview.mp45.5MB

3. Windows Scala and Spark Set-up and Installation/1. Windows Introduction.mp41.31MB

3. Windows Scala and Spark Set-up and Installation/3. Windows Scala and Spark Installation.mp430.14MB

3. Windows Scala and Spark Set-up and Installation/4. Atom Windows Installation.mp426.66MB

4. Mac OS Setup and Installation/1. Mac OS Installation and Setup.mp424MB

5. Linux (Ubuntu) Setup and Installation/1. Installing Scala and Spark on Linux (Ubuntu).mp428.89MB

6. Scala Programming Level One/1. Arithmetic and Numbers.mp412.21MB

6. Scala Programming Level One/2. Values and Variables.mp413.05MB

6. Scala Programming Level One/3. Booleans and Comparison Operators.mp43.76MB

6. Scala Programming Level One/4. Strings and Basic Regex.mp421.64MB

6. Scala Programming Level One/5. Tuples.mp44.27MB

6. Scala Programming Level One/6. Scala Basics - Assessment Test Exercises.mp41.17MB

6. Scala Programming Level One/8. Scala Basics - Assessment Test Solutions.mp410.04MB

7. Collections/1. Intro to Collections.mp41.4MB

7. Collections/2. Lists.mp414.45MB

7. Collections/3. Arrays.mp46.49MB

7. Collections/4. Sets.mp410.29MB

7. Collections/5. Maps.mp412.18MB

7. Collections/6. Collections - Assessment Test Exercise.mp41.01MB

7. Collections/8. Collections Assessment Test - Solutions.mp410.62MB

8. Scala Programming Level Two/1. Flow Control.mp414.77MB

8. Scala Programming Level Two/2. For Loops.mp410.1MB

8. Scala Programming Level Two/3. While Loops.mp410.19MB

8. Scala Programming Level Two/4. Functions.mp421.69MB

8. Scala Programming Level Two/5. Scala Programming Exercises.mp45.65MB

8. Scala Programming Level Two/6. Scala Programming Exercises - Solutions.mp429.05MB

9. Spark DataFrames with Scala/10. DataFrame Project - Solutions.mp441.42MB

9. Spark DataFrames with Scala/2. Introduction to Spark DataFrames.mp425.68MB

9. Spark DataFrames with Scala/3. DataFrames Overview.mp435.92MB

9. Spark DataFrames with Scala/4. Spark DataFrame Operations.mp449.47MB

9. Spark DataFrames with Scala/5. GroupBy and Aggregate Functions.mp429.25MB

9. Spark DataFrames with Scala/6. Missing data.mp426.02MB

9. Spark DataFrames with Scala/7. Date and Timestamps.mp425.46MB

9. Spark DataFrames with Scala/9. DataFrame Project Exercises.mp43.63MB