FreeCourseLab com Udemy Scala and Spark for Big Data and Machine Learning

FreeCourseLab com Udemy Scala and Spark for Big Data and Machine Learning

Name	[FreeCourseLab.com] Udemy - Scala and Spark for Big Data and Machine Learning	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.4 GB
Total Files	160
Hash	91A18FFF9F0A2139E92BFC47C88FE138CFCBDC1E

/1. Course Introduction/
1. Introduction.mp4	9.0 MB
1. Introduction.vtt	3.4 KB
2. Course FAQs.html	0.3 KB
2.1 Scala-and-Spark-Bootcamp-master.zip.zip	1.1 MB
2.2 Spark PDF Slides.zip.zip	1.6 MB
3. Scala and Spark Overview.mp4	20.2 MB
3. Scala and Spark Overview.vtt	14.3 KB
/10. Introduction to Machine Learning/
1. Introduction to Machine Learning.mp4	13.5 MB
1. Introduction to Machine Learning.vtt	8.9 KB
2. Machine Learning with Spark.mp4	34.0 MB
2. Machine Learning with Spark.vtt	17.0 KB
3. IntelliJ IDEA Installation Overview.mp4	24.8 MB
3. IntelliJ IDEA Installation Overview.vtt	15.6 KB
3.1 Instructions on Connecting IntelliJ to Spark.html	0.1 KB
3.2 IntelliJ IDEA Site.html	0.2 KB
/11. Regression with Spark/
1. Introduction to Linear Regression.mp4	12.3 MB
1. Introduction to Linear Regression.vtt	7.9 KB
2. Introduction to Regression Section.mp4	2.4 MB
2. Introduction to Regression Section.vtt	1.6 KB
3. Linear Regression Documentation Example.mp4	25.1 MB
3. Linear Regression Documentation Example.vtt	11.8 KB
4. Alternate Linear Regression Data CSV File.html	0.4 KB
4.1 Clean_Ecommerce.csv.csv	62.4 KB
4.2 Clean_USA_Housing.csv.csv	479.7 KB
5. Linear Regression Walkthrough Part 1.mp4	41.6 MB
5. Linear Regression Walkthrough Part 1.vtt	19.8 KB
6. Linear Regression Walkthrough Part 2.mp4	18.3 MB
6. Linear Regression Walkthrough Part 2.vtt	9.5 KB
7. Linear Regression Exercise Project.mp4	6.7 MB
7. Linear Regression Exercise Project.vtt	3.3 KB
8. Linear Regression Project Solutions.mp4	42.7 MB
8. Linear Regression Project Solutions.vtt	20.5 KB
/12. Classification with Spark/
1. Introduction to Classification.mp4	23.1 MB
1. Introduction to Classification.vtt	15.8 KB
2. Classification Documentation Example.mp4	22.4 MB
2. Classification Documentation Example.vtt	10.3 KB
3. Spark Classification - Logistic Regression Example - Part 1.mp4	45.0 MB
3. Spark Classification - Logistic Regression Example - Part 1.vtt	20.1 KB
4. Spark Classification - Logistic Regression Example - Part 2.mp4	58.8 MB
4. Spark Classification - Logistic Regression Example - Part 2.vtt	24.4 KB
5. Logistic Regression Project Exercise.mp4	5.5 MB
5. Logistic Regression Project Exercise.vtt	2.8 KB
6. Classification Project Solutions.mp4	42.0 MB
6. Classification Project Solutions.vtt	17.6 KB
/13. Model Evaluation/
1. Model Evaluation Overview.mp4	19.9 MB
1. Model Evaluation Overview.vtt	13.7 KB
2. Spark Model Evaluation - Documentation Example.mp4	56.0 MB
2. Spark Model Evaluation - Documentation Example.vtt	27.9 KB
3. Spark - Model Evaluation - Regression Example.mp4	54.8 MB
3. Spark - Model Evaluation - Regression Example.vtt	29.1 KB
/14. Clustering with Spark/
1. Introduction to Clustering with Spark.mp4	3.3 MB
1. Introduction to Clustering with Spark.vtt	2.4 KB
2. KMeans Theory Lecture.mp4	9.5 MB
2. KMeans Theory Lecture.vtt	6.4 KB
3. Note on Kmeans.html	0.5 KB
4. Example of KMeans with Spark.mp4	20.0 MB
4. Example of KMeans with Spark.vtt	10.4 KB
5. Clustering Project Exercise Overview.mp4	11.1 MB
5. Clustering Project Exercise Overview.vtt	5.4 KB
6. Clustering Project Exercises - Solutions.mp4	27.1 MB
6. Clustering Project Exercises - Solutions.vtt	12.2 KB
/15. PCA with Spark/
1. PCA Theory Overview.mp4	6.2 MB
1. PCA Theory Overview.vtt	3.9 KB
2. PCA with Spark - Documentation Example.mp4	13.1 MB
2. PCA with Spark - Documentation Example.vtt	7.7 KB
3. PCA with Spark - Project Exercise.mp4	9.1 MB
3. PCA with Spark - Project Exercise.vtt	4.6 KB
4. PCA Spark Exercise - Solutions.mp4	28.4 MB
4. PCA Spark Exercise - Solutions.vtt	13.4 KB
/16. DataBricks and Spark/
1. Databricks Overview.mp4	50.3 MB
1. Databricks Overview.vtt	23.8 KB
2. Introduction to Spark Recommendation Systems.mp4	8.1 MB
2. Introduction to Spark Recommendation Systems.vtt	5.7 KB
3. Spark Recommender System Implementation.mp4	29.6 MB
3. Spark Recommender System Implementation.vtt	16.2 KB
4. Zeppelin Notebooks on AWS Elastic MapReduce.mp4	54.9 MB
4. Zeppelin Notebooks on AWS Elastic MapReduce.vtt	27.3 KB
5. So what's next.html	1.1 KB
/17. BONUS DISCOUNT COUPONS/
1. Bonus Lecture Coupons.html	5.9 KB
/2. Scala IDE Options and Overview/
1. ScalaIDE Overview.mp4	5.8 MB
1. ScalaIDE Overview.vtt	3.9 KB
2. Computer Set-up Time!.html	0.5 KB
/3. Windows Scala and Spark Set-up and Installation/
1. Windows Introduction.mp4	1.4 MB
1. Windows Introduction.vtt	1.1 KB
2. Quick note about Windows Installation..html	0.4 KB
3. Windows Scala and Spark Installation.mp4	31.6 MB
3. Windows Scala and Spark Installation.vtt	14.8 KB
3.1 winutils.exe.exe	108.0 KB
3.2 Windows Written Install Instructions.html	0.2 KB
4. Atom Windows Installation.mp4	28.0 MB
4. Atom Windows Installation.vtt	12.0 KB
5. Terminal Exericse.html	0.9 KB
/4. Mac OS Setup and Installation/
1. Mac OS Installation and Setup.mp4	25.2 MB
1. Mac OS Installation and Setup.vtt	14.1 KB
1.1 Mac Install Guide.html	0.2 KB
/5. Linux (Ubuntu) Setup and Installation/
1. Installing Scala and Spark on Linux (Ubuntu).mp4	30.3 MB
1. Installing Scala and Spark on Linux (Ubuntu).vtt	15.3 KB
1.1 Ubuntu Install Guide.html	0.2 KB
/6. Scala Programming Level One/
1. Arithmetic and Numbers.mp4	12.8 MB
1. Arithmetic and Numbers.vtt	9.8 KB
2. Values and Variables.mp4	13.7 MB
2. Values and Variables.vtt	10.6 KB
3. Booleans and Comparison Operators.mp4	3.9 MB
3. Booleans and Comparison Operators.vtt	2.9 KB
4. Strings and Basic Regex.mp4	22.7 MB
4. Strings and Basic Regex.vtt	16.2 KB
5. Tuples.mp4	4.5 MB
5. Tuples.vtt	3.4 KB
6. Scala Basics - Assessment Test Exercises.mp4	1.2 MB
6. Scala Basics - Assessment Test Exercises.vtt	0.9 KB
7. Scala Basics Assessment Test Questions.html	0.7 KB
8. Scala Basics - Assessment Test Solutions.mp4	10.5 MB
8. Scala Basics - Assessment Test Solutions.vtt	7.8 KB
/7. Collections/
1. Intro to Collections.mp4	1.5 MB
1. Intro to Collections.vtt	1.1 KB
2. Lists.mp4	15.2 MB
2. Lists.vtt	10.6 KB
3. Arrays.mp4	6.8 MB
3. Arrays.vtt	4.9 KB
3.1 Scala lists vs Arrays.html	0.1 KB
4. Sets.mp4	10.8 MB
4. Sets.vtt	7.4 KB
5. Maps.mp4	12.8 MB
5. Maps.vtt	7.8 KB
6. Collections - Assessment Test Exercise.mp4	1.1 MB
6. Collections - Assessment Test Exercise.vtt	0.6 KB
7. Scala Collections Assessment Test.html	0.7 KB
8. Collections Assessment Test - Solutions.mp4	11.1 MB
8. Collections Assessment Test - Solutions.vtt	7.4 KB
/8. Scala Programming Level Two/
1. Flow Control.mp4	15.5 MB
1. Flow Control.vtt	11.3 KB
2. For Loops.mp4	10.6 MB
2. For Loops.vtt	7.6 KB
3. While Loops.mp4	10.7 MB
3. While Loops.vtt	7.5 KB
4. Functions.mp4	22.7 MB
4. Functions.vtt	15.9 KB
5. Scala Programming Exercises.mp4	5.9 MB
5. Scala Programming Exercises.vtt	3.9 KB
6. Scala Programming Exercises - Solutions.mp4	30.5 MB
6. Scala Programming Exercises - Solutions.vtt	19.8 KB
/9. Spark DataFrames with Scala/
1. Quick Note for Windows Users!.html	1.3 KB
10. DataFrame Project - Solutions.mp4	43.4 MB
10. DataFrame Project - Solutions.vtt	25.3 KB
2. Introduction to Spark DataFrames.mp4	26.9 MB
2. Introduction to Spark DataFrames.vtt	9.1 KB
3. DataFrames Overview.mp4	37.7 MB
3. DataFrames Overview.vtt	24.5 KB
4. Spark DataFrame Operations.mp4	51.9 MB
4. Spark DataFrame Operations.vtt	22.7 KB
5. GroupBy and Aggregate Functions.mp4	30.7 MB
5. GroupBy and Aggregate Functions.vtt	15.2 KB
6. Missing data.mp4	27.3 MB
6. Missing data.vtt	17.1 KB
7. Date and Timestamps.mp4	26.7 MB
7. Date and Timestamps.vtt	13.2 KB
8. Quick Note on DataFrame Project.html	0.3 KB
9. DataFrame Project Exercises.mp4	3.8 MB
9. DataFrame Project Exercises.vtt	2.2 KB
/
[FreeCourseLab.com].url	0.1 KB
Total files 160