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

File Name
Size
1. Course Introduction/1. Introduction.mp4
8.6 MB
1. Course Introduction/1. Introduction.srt
3.8 kB
1. Course Introduction/2. Course FAQs.html
296 B
1. Course Introduction/2.1 Scala-and-Spark-Bootcamp-master.zip.zip
1.1 MB
1. Course Introduction/2.2 Spark PDF Slides.zip.zip
1.5 MB
1. Course Introduction/3. Scala and Spark Overview.mp4
19 MB
1. Course Introduction/3. Scala and Spark Overview.srt
16 kB
10. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4
13 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 MB
10. Introduction to Machine Learning/2. Machine Learning with Spark.srt
19 kB
10. Introduction to Machine Learning/3. IntelliJ IDEA Installation Overview.mp4
24 MB
10. Introduction to Machine Learning/3. IntelliJ IDEA Installation Overview.srt
18 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
12 MB
11. Regression with Spark/1. Introduction to Linear Regression.srt
8.6 kB
11. Regression with Spark/2. Introduction to Regression Section.mp4
2.3 MB
11. Regression with Spark/2. Introduction to Regression Section.srt
1.8 kB
11. Regression with Spark/3. Linear Regression Documentation Example.mp4
24 MB
11. Regression with Spark/3. Linear Regression Documentation Example.srt
13 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
61 kB
11. Regression with Spark/4.2 Clean_USA_Housing.csv.csv
468 kB
11. Regression with Spark/5. Linear Regression Walkthrough Part 1.mp4
40 MB
11. Regression with Spark/5. Linear Regression Walkthrough Part 1.srt
22 kB
11. Regression with Spark/6. Linear Regression Walkthrough Part 2.mp4
18 MB
11. Regression with Spark/6. Linear Regression Walkthrough Part 2.srt
10 kB
11. Regression with Spark/7. Linear Regression Exercise Project.mp4
6.4 MB
11. Regression with Spark/7. Linear Regression Exercise Project.srt
3.6 kB
11. Regression with Spark/8. Linear Regression Project Solutions.mp4
41 MB
11. Regression with Spark/8. Linear Regression Project Solutions.srt
23 kB
12. Classification with Spark/1. Introduction to Classification.mp4
22 MB
12. Classification with Spark/1. Introduction to Classification.srt
18 kB
12. Classification with Spark/2. Classification Documentation Example.mp4
21 MB
12. Classification with Spark/2. Classification Documentation Example.srt
11 kB
12. Classification with Spark/3. Spark Classification - Logistic Regression Example - Part 1.mp4
43 MB
12. Classification with Spark/3. Spark Classification - Logistic Regression Example - Part 1.srt
23 kB
12. Classification with Spark/4. Spark Classification - Logistic Regression Example - Part 2.mp4
56 MB
12. Classification with Spark/4. Spark Classification - Logistic Regression Example - Part 2.srt
27 kB
12. Classification with Spark/5. Logistic Regression Project Exercise.mp4
5.2 MB
12. Classification with Spark/5. Logistic Regression Project Exercise.srt
3.1 kB
12. Classification with Spark/6. Classification Project Solutions.mp4
40 MB
12. Classification with Spark/6. Classification Project Solutions.srt
20 kB
13. Model Evaluation/1. Model Evaluation Overview.mp4
19 MB
13. Model Evaluation/1. Model Evaluation Overview.srt
15 kB
13. Model Evaluation/2. Spark Model Evaluation - Documentation Example.mp4
53 MB
13. Model Evaluation/2. Spark Model Evaluation - Documentation Example.srt
31 kB
13. Model Evaluation/3. Spark - Model Evaluation - Regression Example.mp4
52 MB
13. Model Evaluation/3. Spark - Model Evaluation - Regression Example.srt
33 kB
14. Clustering with Spark/1. Introduction to Clustering with Spark.mp4
3.1 MB
14. Clustering with Spark/1. Introduction to Clustering with Spark.srt
2.6 kB
14. Clustering with Spark/2. KMeans Theory Lecture.mp4
9.0 MB
14. Clustering with Spark/2. KMeans Theory Lecture.srt
7.1 kB
14. Clustering with Spark/3. Note on Kmeans.html
498 B
14. Clustering with Spark/4. Example of KMeans with Spark.mp4
19 MB
14. Clustering with Spark/4. Example of KMeans with Spark.srt
12 kB
14. Clustering with Spark/5. Clustering Project Exercise Overview.mp4
11 MB
14. Clustering with Spark/5. Clustering Project Exercise Overview.srt
6.0 kB
14. Clustering with Spark/6. Clustering Project Exercises - Solutions.mp4
26 MB
14. Clustering with Spark/6. Clustering Project Exercises - Solutions.srt
14 kB
15. PCA with Spark/1. PCA Theory Overview.mp4
5.9 MB
15. PCA with Spark/1. PCA Theory Overview.srt
4.3 kB
15. PCA with Spark/2. PCA with Spark - Documentation Example.mp4
12 MB
15. PCA with Spark/2. PCA with Spark - Documentation Example.srt
8.5 kB
15. PCA with Spark/3. PCA with Spark - Project Exercise.mp4
8.7 MB
15. PCA with Spark/3. PCA with Spark - Project Exercise.srt
5.0 kB
15. PCA with Spark/4. PCA Spark Exercise - Solutions.mp4
27 MB
15. PCA with Spark/4. PCA Spark Exercise - Solutions.srt
15 kB
16. DataBricks and Spark/1. Databricks Overview.mp4
48 MB
16. DataBricks and Spark/1. Databricks Overview.srt
27 kB
16. DataBricks and Spark/2. Introduction to Spark Recommendation Systems.mp4
7.7 MB
16. DataBricks and Spark/2. Introduction to Spark Recommendation Systems.srt
6.2 kB
16. DataBricks and Spark/3. Spark Recommender System Implementation.mp4
28 MB
16. DataBricks and Spark/3. Spark Recommender System Implementation.srt
18 kB
16. DataBricks and Spark/4. Zeppelin Notebooks on AWS Elastic MapReduce.mp4
52 MB
16. DataBricks and Spark/4. Zeppelin Notebooks on AWS Elastic MapReduce.srt
30 kB
16. DataBricks and Spark/5. So what's next.html
1.1 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
4.3 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
1.3 MB
3. Windows Scala and Spark Set-up and Installation/1. Windows Introduction.srt
1.2 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 MB
3. Windows Scala and Spark Set-up and Installation/3. Windows Scala and Spark Installation.srt
17 kB
3. Windows Scala and Spark Set-up and Installation/3.1 winutils.exe.exe
106 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
27 MB
3. Windows Scala and Spark Set-up and Installation/4. Atom Windows Installation.srt
13 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
16 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
29 MB
5. Linux (Ubuntu) Setup and Installation/1. Installing Scala and Spark on Linux (Ubuntu).srt
17 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 MB
6. Scala Programming Level One/1. Arithmetic and Numbers.srt
11 kB
6. Scala Programming Level One/2. Values and Variables.mp4
13 MB
6. Scala Programming Level One/2. Values and Variables.srt
12 kB
6. Scala Programming Level One/3. Booleans and Comparison Operators.mp4
3.8 MB
6. Scala Programming Level One/3. Booleans and Comparison Operators.srt
3.2 kB
6. Scala Programming Level One/4. Strings and Basic Regex.mp4
22 MB
6. Scala Programming Level One/4. Strings and Basic Regex.srt
18 kB
6. Scala Programming Level One/5. Tuples.mp4
4.3 MB
6. Scala Programming Level One/5. Tuples.srt
3.8 kB
6. Scala Programming Level One/6. Scala Basics - Assessment Test Exercises.mp4
1.2 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 MB
6. Scala Programming Level One/8. Scala Basics - Assessment Test Solutions.srt
8.8 kB
7. Collections/1. Intro to Collections.mp4
1.4 MB
7. Collections/1. Intro to Collections.srt
1.2 kB
7. Collections/2. Lists.mp4
14 MB
7. Collections/2. Lists.srt
12 kB
7. Collections/3. Arrays.mp4
6.5 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 MB
7. Collections/4. Sets.srt
8.3 kB
7. Collections/5. Maps.mp4
12 MB
7. Collections/5. Maps.srt
8.7 kB
7. Collections/6. Collections - Assessment Test Exercise.mp4
1.0 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
11 MB
7. Collections/8. Collections Assessment Test - Solutions.srt
8.2 kB
8. Scala Programming Level Two/1. Flow Control.mp4
15 MB
8. Scala Programming Level Two/1. Flow Control.srt
13 kB
8. Scala Programming Level Two/2. For Loops.mp4
10 MB
8. Scala Programming Level Two/2. For Loops.srt
8.4 kB
8. Scala Programming Level Two/3. While Loops.mp4
10 MB
8. Scala Programming Level Two/3. While Loops.srt
8.4 kB
8. Scala Programming Level Two/4. Functions.mp4
22 MB
8. Scala Programming Level Two/4. Functions.srt
18 kB
8. Scala Programming Level Two/5. Scala Programming Exercises.mp4
5.7 MB
8. Scala Programming Level Two/5. Scala Programming Exercises.srt
4.3 kB
8. Scala Programming Level Two/6. Scala Programming Exercises - Solutions.mp4
29 MB
8. Scala Programming Level Two/6. Scala Programming Exercises - Solutions.srt
22 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 MB
9. Spark DataFrames with Scala/10. DataFrame Project - Solutions.srt
28 kB
9. Spark DataFrames with Scala/2. Introduction to Spark DataFrames.mp4
26 MB
9. Spark DataFrames with Scala/2. Introduction to Spark DataFrames.srt
10 kB
9. Spark DataFrames with Scala/3. DataFrames Overview.mp4
36 MB
9. Spark DataFrames with Scala/3. DataFrames Overview.srt
27 kB
9. Spark DataFrames with Scala/4. Spark DataFrame Operations.mp4
50 MB
9. Spark DataFrames with Scala/4. Spark DataFrame Operations.srt
25 kB
9. Spark DataFrames with Scala/5. GroupBy and Aggregate Functions.mp4
29 MB
9. Spark DataFrames with Scala/5. GroupBy and Aggregate Functions.srt
17 kB
9. Spark DataFrames with Scala/6. Missing data.mp4
26 MB
9. Spark DataFrames with Scala/6. Missing data.srt
19 kB
9. Spark DataFrames with Scala/7. Date and Timestamps.mp4
26 MB
9. Spark DataFrames with Scala/7. Date and Timestamps.srt
15 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
3.6 MB
9. Spark DataFrames with Scala/9. DataFrame Project Exercises.srt
2.5 kB
[CourseClub.Me].url
48 B
[DesireCourse.Net].url
51 B
[FreeCourseWorld.Com].url
54 B