[DesireCourse.Net] Udemy - Scala and Spark for Big Data and Machine Learning
大小
1.35 GB
文件数
162
Info Hash:
1F89A95E0D95339B237F597D7F85A75AC0000CC4
收录时间
2026-01-26 20:16:42
更新时间
2026-01-26 20:16:42
文件列表 (162)
1. Course Introduction/1. Introduction.mp4
8.56 MB
1. Course Introduction/1. Introduction.srt
3.77 KB
1. Course Introduction/2. Course FAQs.html
296 B
1. Course Introduction/2.1 Scala-and-Spark-Bootcamp-master.zip.zip
1.06 MB
1. Course Introduction/2.2 Spark PDF Slides.zip.zip
1.55 MB
1. Course Introduction/3. Scala and Spark Overview.mp4
19.29 MB
1. Course Introduction/3. Scala and Spark Overview.srt
15.8 KB
10. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4
12.85 MB
10. Introduction to Machine Learning/1. Introduction to Machine Learning.srt
9.8 KB
10. Introduction to Machine Learning/2. Machine Learning with Spark.mp4
32.43 MB
10. Introduction to Machine Learning/2. Machine Learning with Spark.srt
18.84 KB
10. Introduction to Machine Learning/3. IntelliJ IDEA Installation Overview.mp4
23.6 MB
10. Introduction to Machine Learning/3. IntelliJ IDEA Installation Overview.srt
17.47 KB
10. Introduction to Machine Learning/3.1 Instructions on Connecting IntelliJ to Spark.html
119 B
10. Introduction to Machine Learning/3.2 IntelliJ IDEA Site.html
152 B
11. Regression with Spark/1. Introduction to Linear Regression.mp4
11.73 MB
11. Regression with Spark/1. Introduction to Linear Regression.srt
8.65 KB
11. Regression with Spark/2. Introduction to Regression Section.mp4
2.25 MB
11. Regression with Spark/2. Introduction to Regression Section.srt
1.81 KB
11. Regression with Spark/3. Linear Regression Documentation Example.mp4
23.89 MB
11. Regression with Spark/3. Linear Regression Documentation Example.srt
13.19 KB
11. Regression with Spark/4. Alternate Linear Regression Data CSV File.html
404 B
11. Regression with Spark/4.1 Clean_Ecommerce.csv.csv
60.98 KB
11. Regression with Spark/4.2 Clean_USA_Housing.csv.csv
468.47 KB
11. Regression with Spark/5. Linear Regression Walkthrough Part 1.mp4
39.62 MB
11. Regression with Spark/5. Linear Regression Walkthrough Part 1.srt
22.25 KB
11. Regression with Spark/6. Linear Regression Walkthrough Part 2.mp4
17.47 MB
11. Regression with Spark/6. Linear Regression Walkthrough Part 2.srt
10.46 KB
11. Regression with Spark/7. Linear Regression Exercise Project.mp4
6.35 MB
11. Regression with Spark/7. Linear Regression Exercise Project.srt
3.63 KB
11. Regression with Spark/8. Linear Regression Project Solutions.mp4
40.74 MB
11. Regression with Spark/8. Linear Regression Project Solutions.srt
23.02 KB
12. Classification with Spark/1. Introduction to Classification.mp4
22.05 MB
12. Classification with Spark/1. Introduction to Classification.srt
17.66 KB
12. Classification with Spark/2. Classification Documentation Example.mp4
21.37 MB
12. Classification with Spark/2. Classification Documentation Example.srt
11.43 KB
12. Classification with Spark/3. Spark Classification - Logistic Regression Example - Part 1.mp4
42.88 MB
12. Classification with Spark/3. Spark Classification - Logistic Regression Example - Part 1.srt
22.6 KB
12. Classification with Spark/4. Spark Classification - Logistic Regression Example - Part 2.mp4
56.09 MB
12. Classification with Spark/4. Spark Classification - Logistic Regression Example - Part 2.srt
27.35 KB
12. Classification with Spark/5. Logistic Regression Project Exercise.mp4
5.22 MB
12. Classification with Spark/5. Logistic Regression Project Exercise.srt
3.15 KB
12. Classification with Spark/6. Classification Project Solutions.mp4
40.06 MB
12. Classification with Spark/6. Classification Project Solutions.srt
19.82 KB
13. Model Evaluation/1. Model Evaluation Overview.mp4
18.94 MB
13. Model Evaluation/1. Model Evaluation Overview.srt
15.09 KB
13. Model Evaluation/2. Spark Model Evaluation - Documentation Example.mp4
53.38 MB
13. Model Evaluation/2. Spark Model Evaluation - Documentation Example.srt
31.23 KB
13. Model Evaluation/3. Spark - Model Evaluation - Regression Example.mp4
52.25 MB
13. Model Evaluation/3. Spark - Model Evaluation - Regression Example.srt
32.71 KB
14. Clustering with Spark/1. Introduction to Clustering with Spark.mp4
3.11 MB
14. Clustering with Spark/1. Introduction to Clustering with Spark.srt
2.64 KB
14. Clustering with Spark/2. KMeans Theory Lecture.mp4
9.05 MB
14. Clustering with Spark/2. KMeans Theory Lecture.srt
7.06 KB
14. Clustering with Spark/3. Note on Kmeans.html
498 B
14. Clustering with Spark/4. Example of KMeans with Spark.mp4
19.05 MB
14. Clustering with Spark/4. Example of KMeans with Spark.srt
11.53 KB
14. Clustering with Spark/5. Clustering Project Exercise Overview.mp4
10.56 MB
14. Clustering with Spark/5. Clustering Project Exercise Overview.srt
5.96 KB
14. Clustering with Spark/6. Clustering Project Exercises - Solutions.mp4
25.83 MB
14. Clustering with Spark/6. Clustering Project Exercises - Solutions.srt
13.71 KB
15. PCA with Spark/1. PCA Theory Overview.mp4
5.89 MB
15. PCA with Spark/1. PCA Theory Overview.srt
4.31 KB
15. PCA with Spark/2. PCA with Spark - Documentation Example.mp4
12.5 MB
15. PCA with Spark/2. PCA with Spark - Documentation Example.srt
8.54 KB
15. PCA with Spark/3. PCA with Spark - Project Exercise.mp4
8.65 MB
15. PCA with Spark/3. PCA with Spark - Project Exercise.srt
5.02 KB
15. PCA with Spark/4. PCA Spark Exercise - Solutions.mp4
27.1 MB
15. PCA with Spark/4. PCA Spark Exercise - Solutions.srt
15.05 KB
16. DataBricks and Spark/1. Databricks Overview.mp4
47.95 MB
16. DataBricks and Spark/1. Databricks Overview.srt
26.59 KB
16. DataBricks and Spark/2. Introduction to Spark Recommendation Systems.mp4
7.71 MB
16. DataBricks and Spark/2. Introduction to Spark Recommendation Systems.srt
6.23 KB
16. DataBricks and Spark/3. Spark Recommender System Implementation.mp4
28.19 MB
16. DataBricks and Spark/3. Spark Recommender System Implementation.srt
18.02 KB
16. DataBricks and Spark/4. Zeppelin Notebooks on AWS Elastic MapReduce.mp4
52.33 MB
16. DataBricks and Spark/4. Zeppelin Notebooks on AWS Elastic MapReduce.srt
30.5 KB
16. DataBricks and Spark/5. So what's next.html
1.11 KB
17. BONUS SECTION THANK YOU!/1. Bonus Lecture.html
532 B
2. Scala IDE Options and Overview/1. ScalaIDE Overview.mp4
5.5 MB
2. Scala IDE Options and Overview/1. ScalaIDE Overview.srt
4.28 KB
2. Scala IDE Options and Overview/2. Computer Set-up Time!.html
491 B
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/1. Windows Introduction.srt
1.17 KB
3. Windows Scala and Spark Set-up and Installation/2. Quick note about Windows Installation..html
441 B
3. Windows Scala and Spark Set-up and Installation/3. Windows Scala and Spark Installation.mp4
30.14 MB
3. Windows Scala and Spark Set-up and Installation/3. Windows Scala and Spark Installation.srt
16.64 KB
3. Windows Scala and Spark Set-up and Installation/3.1 winutils.exe.exe
105.5 KB
3. Windows Scala and Spark Set-up and Installation/3.2 Windows Written Install Instructions.html
162 B
3. Windows Scala and Spark Set-up and Installation/4. Atom Windows Installation.mp4
26.66 MB
3. Windows Scala and Spark Set-up and Installation/4. Atom Windows Installation.srt
13.45 KB
3. Windows Scala and Spark Set-up and Installation/5. Terminal Exericse.html
859 B
4. Mac OS Setup and Installation/1. Mac OS Installation and Setup.mp4
24 MB
4. Mac OS Setup and Installation/1. Mac OS Installation and Setup.srt
15.77 KB
4. Mac OS Setup and Installation/1.1 Mac Install Guide.html
168 B
5. Linux (Ubuntu) Setup and Installation/1. Installing Scala and Spark on Linux (Ubuntu).mp4
28.89 MB
5. Linux (Ubuntu) Setup and Installation/1. Installing Scala and Spark on Linux (Ubuntu).srt
17.15 KB
5. Linux (Ubuntu) Setup and Installation/1.1 Ubuntu Install Guide.html
161 B
6. Scala Programming Level One/1. Arithmetic and Numbers.mp4
12.21 MB
6. Scala Programming Level One/1. Arithmetic and Numbers.srt
11.12 KB
6. Scala Programming Level One/2. Values and Variables.mp4
13.05 MB
6. Scala Programming Level One/2. Values and Variables.srt
11.83 KB
6. Scala Programming Level One/3. Booleans and Comparison Operators.mp4
3.76 MB
6. Scala Programming Level One/3. Booleans and Comparison Operators.srt
3.22 KB
6. Scala Programming Level One/4. Strings and Basic Regex.mp4
21.64 MB
6. Scala Programming Level One/4. Strings and Basic Regex.srt
18.21 KB
6. Scala Programming Level One/5. Tuples.mp4
4.27 MB
6. Scala Programming Level One/5. Tuples.srt
3.83 KB
6. Scala Programming Level One/6. Scala Basics - Assessment Test Exercises.mp4
1.17 MB
6. Scala Programming Level One/6. Scala Basics - Assessment Test Exercises.srt
997 B
6. Scala Programming Level One/7. Scala Basics Assessment Test Questions.html
691 B
6. Scala Programming Level One/8. Scala Basics - Assessment Test Solutions.mp4
10.04 MB
6. Scala Programming Level One/8. Scala Basics - Assessment Test Solutions.srt
8.78 KB
7. Collections/1. Intro to Collections.mp4
1.4 MB
7. Collections/1. Intro to Collections.srt
1.17 KB
7. Collections/2. Lists.mp4
14.45 MB
7. Collections/2. Lists.srt
11.85 KB
7. Collections/3. Arrays.mp4
6.49 MB
7. Collections/3. Arrays.srt
5.4 KB
7. Collections/3.1 Scala lists vs Arrays.html
146 B
7. Collections/4. Sets.mp4
10.29 MB
7. Collections/4. Sets.srt
8.33 KB
7. Collections/5. Maps.mp4
12.18 MB
7. Collections/5. Maps.srt
8.66 KB
7. Collections/6. Collections - Assessment Test Exercise.mp4
1.01 MB
7. Collections/6. Collections - Assessment Test Exercise.srt
658 B
7. Collections/7. Scala Collections Assessment Test.html
697 B
7. Collections/8. Collections Assessment Test - Solutions.mp4
10.62 MB
7. Collections/8. Collections Assessment Test - Solutions.srt
8.21 KB
8. Scala Programming Level Two/1. Flow Control.mp4
14.77 MB
8. Scala Programming Level Two/1. Flow Control.srt
12.78 KB
8. Scala Programming Level Two/2. For Loops.mp4
10.1 MB
8. Scala Programming Level Two/2. For Loops.srt
8.43 KB
8. Scala Programming Level Two/3. While Loops.mp4
10.19 MB
8. Scala Programming Level Two/3. While Loops.srt
8.37 KB
8. Scala Programming Level Two/4. Functions.mp4
21.69 MB
8. Scala Programming Level Two/4. Functions.srt
17.89 KB
8. Scala Programming Level Two/5. Scala Programming Exercises.mp4
5.65 MB
8. Scala Programming Level Two/5. Scala Programming Exercises.srt
4.31 KB
8. Scala Programming Level Two/6. Scala Programming Exercises - Solutions.mp4
29.05 MB
8. Scala Programming Level Two/6. Scala Programming Exercises - Solutions.srt
22.29 KB
9. Spark DataFrames with Scala/1. Quick Note for Windows Users!.html
1.3 KB
9. Spark DataFrames with Scala/10. DataFrame Project - Solutions.mp4
41.42 MB
9. Spark DataFrames with Scala/10. DataFrame Project - Solutions.srt
28.51 KB
9. Spark DataFrames with Scala/2. Introduction to Spark DataFrames.mp4
25.68 MB
9. Spark DataFrames with Scala/2. Introduction to Spark DataFrames.srt
9.97 KB
9. Spark DataFrames with Scala/3. DataFrames Overview.mp4
35.92 MB
9. Spark DataFrames with Scala/3. DataFrames Overview.srt
27.38 KB
9. Spark DataFrames with Scala/4. Spark DataFrame Operations.mp4
49.47 MB
9. Spark DataFrames with Scala/4. Spark DataFrame Operations.srt
25.38 KB
9. Spark DataFrames with Scala/5. GroupBy and Aggregate Functions.mp4
29.25 MB
9. Spark DataFrames with Scala/5. GroupBy and Aggregate Functions.srt
16.94 KB
9. Spark DataFrames with Scala/6. Missing data.mp4
26.02 MB
9. Spark DataFrames with Scala/6. Missing data.srt
19.08 KB
9. Spark DataFrames with Scala/7. Date and Timestamps.mp4
25.46 MB
9. Spark DataFrames with Scala/7. Date and Timestamps.srt
14.7 KB
9. Spark DataFrames with Scala/8. Quick Note on DataFrame Project.html
269 B
9. Spark DataFrames with Scala/9. DataFrame Project Exercises.mp4
3.63 MB
9. Spark DataFrames with Scala/9. DataFrame Project Exercises.srt
2.45 KB
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51 B
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54 B