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[FreeCourseLab.com] Udemy - Scala and Spark for Big Data and Machine Learning
magnet:?xt=urn:btih:91a18fff9f0a2139e92bfc47c88fe138cfcbdc1e&dn=[FreeCourseLab.com] Udemy - Scala and Spark for Big Data and Machine Learning
磁力链接详情
Hash值:
91a18fff9f0a2139e92bfc47c88fe138cfcbdc1e
点击数:
195
文件大小:
1.34 GB
文件数量:
68
创建日期:
2021-5-5 11:21
最后访问:
2024-6-28 06:18
访问标签:
FreeCourseLab
com
Udemy
-
Scala
and
Spark
for
Big
Data
and
Machine
Learning
文件列表详情
1. Course Introduction/1. Introduction.mp4 8.56 MB
1. Course Introduction/3. Scala and Spark Overview.mp4 19.3 MB
10. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 12.85 MB
10. Introduction to Machine Learning/2. Machine Learning with Spark.mp4 32.43 MB
10. Introduction to Machine Learning/3. IntelliJ IDEA Installation Overview.mp4 23.61 MB
11. Regression with Spark/1. Introduction to Linear Regression.mp4 11.73 MB
11. Regression with Spark/2. Introduction to Regression Section.mp4 2.24 MB
11. Regression with Spark/3. Linear Regression Documentation Example.mp4 23.9 MB
11. Regression with Spark/5. Linear Regression Walkthrough Part 1.mp4 39.63 MB
11. Regression with Spark/6. Linear Regression Walkthrough Part 2.mp4 17.48 MB
11. Regression with Spark/7. Linear Regression Exercise Project.mp4 6.35 MB
11. Regression with Spark/8. Linear Regression Project Solutions.mp4 40.75 MB
12. Classification with Spark/1. Introduction to Classification.mp4 22.06 MB
12. Classification with Spark/2. Classification Documentation Example.mp4 21.38 MB
12. Classification with Spark/3. Spark Classification - Logistic Regression Example - Part 1.mp4 42.89 MB
12. Classification with Spark/4. Spark Classification - Logistic Regression Example - Part 2.mp4 56.1 MB
12. Classification with Spark/5. Logistic Regression Project Exercise.mp4 5.22 MB
12. Classification with Spark/6. Classification Project Solutions.mp4 40.07 MB
13. Model Evaluation/1. Model Evaluation Overview.mp4 18.94 MB
13. Model Evaluation/2. Spark Model Evaluation - Documentation Example.mp4 53.39 MB
13. Model Evaluation/3. Spark - Model Evaluation - Regression Example.mp4 52.26 MB
14. Clustering with Spark/1. Introduction to Clustering with Spark.mp4 3.12 MB
14. Clustering with Spark/2. KMeans Theory Lecture.mp4 9.06 MB
14. Clustering with Spark/4. Example of KMeans with Spark.mp4 19.06 MB
14. Clustering with Spark/5. Clustering Project Exercise Overview.mp4 10.57 MB
14. Clustering with Spark/6. Clustering Project Exercises - Solutions.mp4 25.84 MB
15. PCA with Spark/1. PCA Theory Overview.mp4 5.89 MB
15. PCA with Spark/2. PCA with Spark - Documentation Example.mp4 12.51 MB
15. PCA with Spark/3. PCA with Spark - Project Exercise.mp4 8.65 MB
15. PCA with Spark/4. PCA Spark Exercise - Solutions.mp4 27.1 MB
16. DataBricks and Spark/1. Databricks Overview.mp4 47.96 MB
16. DataBricks and Spark/2. Introduction to Spark Recommendation Systems.mp4 7.71 MB
16. DataBricks and Spark/3. Spark Recommender System Implementation.mp4 28.19 MB
16. DataBricks and Spark/4. Zeppelin Notebooks on AWS Elastic MapReduce.mp4 52.33 MB
2. Scala IDE Options and Overview/1. ScalaIDE Overview.mp4 5.51 MB
3. Windows Scala and Spark Set-up and Installation/1. Windows Introduction.mp4 1.31 MB
3. Windows Scala and Spark Set-up and Installation/3. Windows Scala and Spark Installation.mp4 30.15 MB
3. Windows Scala and Spark Set-up and Installation/4. Atom Windows Installation.mp4 26.67 MB
4. Mac OS Setup and Installation/1. Mac OS Installation and Setup.mp4 24.01 MB
5. Linux (Ubuntu) Setup and Installation/1. Installing Scala and Spark on Linux (Ubuntu).mp4 28.89 MB
6. Scala Programming Level One/1. Arithmetic and Numbers.mp4 12.22 MB
6. Scala Programming Level One/2. Values and Variables.mp4 13.06 MB
6. Scala Programming Level One/3. Booleans and Comparison Operators.mp4 3.75 MB
6. Scala Programming Level One/4. Strings and Basic Regex.mp4 21.64 MB
6. Scala Programming Level One/5. Tuples.mp4 4.28 MB
6. Scala Programming Level One/6. Scala Basics - Assessment Test Exercises.mp4 1.17 MB
6. Scala Programming Level One/8. Scala Basics - Assessment Test Solutions.mp4 10.05 MB
7. Collections/1. Intro to Collections.mp4 1.4 MB
7. Collections/2. Lists.mp4 14.45 MB
7. Collections/3. Arrays.mp4 6.49 MB
7. Collections/4. Sets.mp4 10.3 MB
7. Collections/5. Maps.mp4 12.18 MB
7. Collections/6. Collections - Assessment Test Exercise.mp4 1.01 MB
7. Collections/8. Collections Assessment Test - Solutions.mp4 10.63 MB
8. Scala Programming Level Two/1. Flow Control.mp4 14.78 MB
8. Scala Programming Level Two/2. For Loops.mp4 10.11 MB
8. Scala Programming Level Two/3. While Loops.mp4 10.2 MB
8. Scala Programming Level Two/4. Functions.mp4 21.69 MB
8. Scala Programming Level Two/5. Scala Programming Exercises.mp4 5.66 MB
8. Scala Programming Level Two/6. Scala Programming Exercises - Solutions.mp4 29.05 MB
9. Spark DataFrames with Scala/10. DataFrame Project - Solutions.mp4 41.43 MB
9. Spark DataFrames with Scala/2. Introduction to Spark DataFrames.mp4 25.69 MB
9. Spark DataFrames with Scala/3. DataFrames Overview.mp4 35.93 MB
9. Spark DataFrames with Scala/4. Spark DataFrame Operations.mp4 49.47 MB
9. Spark DataFrames with Scala/5. GroupBy and Aggregate Functions.mp4 29.26 MB
9. Spark DataFrames with Scala/6. Missing data.mp4 26.03 MB
9. Spark DataFrames with Scala/7. Date and Timestamps.mp4 25.47 MB
9. Spark DataFrames with Scala/9. DataFrame Project Exercises.mp4 3.62 MB
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