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[FreeCourseLab com] Udemy - Apache Spark 2 0 + Java DO Big Data Analytics & ML
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Torrent Files List
1. Kick-start your learning (Size: 982.11 MB) (Files: 113)
1. Kick-start your learning
1. Meet Your Mentor.mp4
1. Meet Your Mentor.vtt
2. Your learning Process - Learn, Train, Practice and Apply.mp4
2. Your learning Process - Learn, Train, Practice and Apply.vtt
3. Your Course Guide - Pathway to success.mp4
3. Your Course Guide - Pathway to success.vtt
4. Resource Bundle.html
4.1 spark-big-data-analytics.zip.zip
4.2 Course Slideware.pdf.pdf
2. Introduction to Apache Spark
1. Start your Spark Engines.mp4
1. Start your Spark Engines.vtt
2. train Setup your SparkJava environment.mp4
2. train Setup your SparkJava environment.vtt
3. train Run your First Spark Java program.mp4
3. train Run your First Spark Java program.vtt
4. Apache Spark eco-system.mp4
4. Apache Spark eco-system.vtt
5. RDD The foundation of Spark.mp4
5. RDD The foundation of Spark.vtt
6. Spark Architecture - How it all works.mp4
6. Spark Architecture - How it all works.vtt
7. Spark Project work flow - How it gets done.mp4
7. Spark Project work flow - How it gets done.vtt
8. Spark Architecture.html
3. Spark Programming with Java
1. Loading and Storing Data.mp4
1. Loading and Storing Data.vtt
10. Key-Value RDDs.mp4
10. Key-Value RDDs.vtt
11. train Key-Value RDDs.mp4
11. train Key-Value RDDs.vtt
12. @Practice() Key-Value RDDs.html
13. Advanced Spark.mp4
13. Advanced Spark.vtt
14. train Advanced Spark - Enhanced Capabilities.mp4
14. train Advanced Spark - Enhanced Capabilities.vtt
15. @Practice() Advanced Spark.html
16. Connecting to Spark on a different Server.mp4
16. Connecting to Spark on a different Server.vtt
2. train Loading and Storing Data.mp4
2. train Loading and Storing Data.vtt
3. @Practice() Loading and Storing Data.html
4. Transformations - Change how data looks.mp4
4. Transformations - Change how data looks.vtt
5. train Transformations.mp4
5. train Transformations.vtt
6. @Practice() Transformations.html
7. Actions - Extract insights from Data.mp4
7. Actions - Extract insights from Data.vtt
8. train Actions.mp4
8. train Actions.vtt
9. @Practice() Actions.html
4. Spark SQL
1. Spark SQL Data Frames - the new era.mp4
1. Spark SQL Data Frames - the new era.vtt
2. train SQL Data Frames.mp4
2. train SQL Data Frames.vtt
3. @Practice() SQL Data Frames.html
4. Temp Tables Views - Easy querying.mp4
4. Temp Tables Views - Easy querying.vtt
5. train Temp Tables Views.mp4
5. train Temp Tables Views.vtt
6. @Practice() Temp Tables Views.html
5. Spark Streaming
1. Spark Streaming - real time data processing.mp4
1. Spark Streaming - real time data processing.vtt
2. Spark Streaming Architecture - How it works.mp4
2. Spark Streaming Architecture - How it works.vtt
3. train Spark Streaming.mp4
3. train Spark Streaming.vtt
6. Machine Learning with Spark
1. Types of Analytics - Simple to Predictive.mp4
1. Types of Analytics - Simple to Predictive.vtt
10. Random Forests Classification.mp4
10. Random Forests Classification.vtt
11. train Random Forests and PCA Use Case.mp4
11. train Random Forests and PCA Use Case.vtt
12. Text Pre-processing with TF-IDF.mp4
12. Text Pre-processing with TF-IDF.vtt
13. Naive Bayes Classification.mp4
13. Naive Bayes Classification.vtt
14. train Naive Bayes and Text Pre-processing Use Case.mp4
14. train Naive Bayes and Text Pre-processing Use Case.vtt
15. K-Means Clustering - grouping similar items.mp4
15. K-Means Clustering - grouping similar items.vtt
16. train K-Means Clustering Use Case.mp4
16. train K-Means Clustering Use Case.vtt
17. Recommendation Engines.mp4
17. Recommendation Engines.vtt
18. train Recommendations Engines Use Case.mp4
18. train Recommendations Engines Use Case.vtt
2. Types of Machine Learning.mp4
2. Types of Machine Learning.vtt
3. Analyzing Results and Errors.mp4
3. Analyzing Results and Errors.vtt
4. Spark ML Concepts - new data types.mp4
4. Spark ML Concepts - new data types.vtt
5. Linear Regression - fit to a line.mp4
5. Linear Regression - fit to a line.vtt
6. train Linear Regression Use Case.mp4
6. train Linear Regression Use Case.vtt
7. Decision Trees Classification.mp4
7. Decision Trees Classification.vtt
8. train Decision Trees Use Case.mp4
8. train Decision Trees Use Case.vtt
9. Principal Component Analysis.mp4
9. Principal Component Analysis.vtt
7. APPLY - Your Course Challenge Project
1. Real world problem statement - Credit Card Defaulters.html
1.1 Spark Java Course APPLY Project Problem Statement.pdf.pdf
2. Hints to help you with the project.html
2.1 Spark Java Course APPLY Project Solution Guide Hints.pdf.pdf
3. Final Solution Review - we did it !.mp4
3. Final Solution Review - we did it !.vtt
8. Conclusion
1. Closing Remarks.mp4
1. Closing Remarks.vtt
2. BONUS Lecture Other courses you should check out.html
[FreeCourseLab.com].url
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