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[FreeCourseLab.com] Udemy - Scala and Spark for Big Data and Machine Learning
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2021-5-5 11:21
2024-8-15 12:09
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1.34 GB
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相关链接
FreeCourseLab
com
Udemy
-
Scala
and
Spark
for
Big
Data
and
Machine
Learning
文件列表
1. Course Introduction/1. Introduction.mp4
8.56MB
1. Course Introduction/3. Scala and Spark Overview.mp4
19.3MB
10. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4
12.85MB
10. Introduction to Machine Learning/2. Machine Learning with Spark.mp4
32.43MB
10. Introduction to Machine Learning/3. IntelliJ IDEA Installation Overview.mp4
23.61MB
11. Regression with Spark/1. Introduction to Linear Regression.mp4
11.73MB
11. Regression with Spark/2. Introduction to Regression Section.mp4
2.24MB
11. Regression with Spark/3. Linear Regression Documentation Example.mp4
23.9MB
11. Regression with Spark/5. Linear Regression Walkthrough Part 1.mp4
39.63MB
11. Regression with Spark/6. Linear Regression Walkthrough Part 2.mp4
17.48MB
11. Regression with Spark/7. Linear Regression Exercise Project.mp4
6.35MB
11. Regression with Spark/8. Linear Regression Project Solutions.mp4
40.75MB
12. Classification with Spark/1. Introduction to Classification.mp4
22.06MB
12. Classification with Spark/2. Classification Documentation Example.mp4
21.38MB
12. Classification with Spark/3. Spark Classification - Logistic Regression Example - Part 1.mp4
42.89MB
12. Classification with Spark/4. Spark Classification - Logistic Regression Example - Part 2.mp4
56.1MB
12. Classification with Spark/5. Logistic Regression Project Exercise.mp4
5.22MB
12. Classification with Spark/6. Classification Project Solutions.mp4
40.07MB
13. Model Evaluation/1. Model Evaluation Overview.mp4
18.94MB
13. Model Evaluation/2. Spark Model Evaluation - Documentation Example.mp4
53.39MB
13. Model Evaluation/3. Spark - Model Evaluation - Regression Example.mp4
52.26MB
14. Clustering with Spark/1. Introduction to Clustering with Spark.mp4
3.12MB
14. Clustering with Spark/2. KMeans Theory Lecture.mp4
9.06MB
14. Clustering with Spark/4. Example of KMeans with Spark.mp4
19.06MB
14. Clustering with Spark/5. Clustering Project Exercise Overview.mp4
10.57MB
14. Clustering with Spark/6. Clustering Project Exercises - Solutions.mp4
25.84MB
15. PCA with Spark/1. PCA Theory Overview.mp4
5.89MB
15. PCA with Spark/2. PCA with Spark - Documentation Example.mp4
12.51MB
15. PCA with Spark/3. PCA with Spark - Project Exercise.mp4
8.65MB
15. PCA with Spark/4. PCA Spark Exercise - Solutions.mp4
27.1MB
16. DataBricks and Spark/1. Databricks Overview.mp4
47.96MB
16. DataBricks and Spark/2. Introduction to Spark Recommendation Systems.mp4
7.71MB
16. DataBricks and Spark/3. Spark Recommender System Implementation.mp4
28.19MB
16. DataBricks and Spark/4. Zeppelin Notebooks on AWS Elastic MapReduce.mp4
52.33MB
2. Scala IDE Options and Overview/1. ScalaIDE Overview.mp4
5.51MB
3. Windows Scala and Spark Set-up and Installation/1. Windows Introduction.mp4
1.31MB
3. Windows Scala and Spark Set-up and Installation/3. Windows Scala and Spark Installation.mp4
30.15MB
3. Windows Scala and Spark Set-up and Installation/4. Atom Windows Installation.mp4
26.67MB
4. Mac OS Setup and Installation/1. Mac OS Installation and Setup.mp4
24.01MB
5. Linux (Ubuntu) Setup and Installation/1. Installing Scala and Spark on Linux (Ubuntu).mp4
28.89MB
6. Scala Programming Level One/1. Arithmetic and Numbers.mp4
12.22MB
6. Scala Programming Level One/2. Values and Variables.mp4
13.06MB
6. Scala Programming Level One/3. Booleans and Comparison Operators.mp4
3.75MB
6. Scala Programming Level One/4. Strings and Basic Regex.mp4
21.64MB
6. Scala Programming Level One/5. Tuples.mp4
4.28MB
6. Scala Programming Level One/6. Scala Basics - Assessment Test Exercises.mp4
1.17MB
6. Scala Programming Level One/8. Scala Basics - Assessment Test Solutions.mp4
10.05MB
7. Collections/1. Intro to Collections.mp4
1.4MB
7. Collections/2. Lists.mp4
14.45MB
7. Collections/3. Arrays.mp4
6.49MB
7. Collections/4. Sets.mp4
10.3MB
7. Collections/5. Maps.mp4
12.18MB
7. Collections/6. Collections - Assessment Test Exercise.mp4
1.01MB
7. Collections/8. Collections Assessment Test - Solutions.mp4
10.63MB
8. Scala Programming Level Two/1. Flow Control.mp4
14.78MB
8. Scala Programming Level Two/2. For Loops.mp4
10.11MB
8. Scala Programming Level Two/3. While Loops.mp4
10.2MB
8. Scala Programming Level Two/4. Functions.mp4
21.69MB
8. Scala Programming Level Two/5. Scala Programming Exercises.mp4
5.66MB
8. Scala Programming Level Two/6. Scala Programming Exercises - Solutions.mp4
29.05MB
9. Spark DataFrames with Scala/10. DataFrame Project - Solutions.mp4
41.43MB
9. Spark DataFrames with Scala/2. Introduction to Spark DataFrames.mp4
25.69MB
9. Spark DataFrames with Scala/3. DataFrames Overview.mp4
35.93MB
9. Spark DataFrames with Scala/4. Spark DataFrame Operations.mp4
49.47MB
9. Spark DataFrames with Scala/5. GroupBy and Aggregate Functions.mp4
29.26MB
9. Spark DataFrames with Scala/6. Missing data.mp4
26.03MB
9. Spark DataFrames with Scala/7. Date and Timestamps.mp4
25.47MB
9. Spark DataFrames with Scala/9. DataFrame Project Exercises.mp4
3.62MB
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