Filename Size 1. Kick-start your learning/1. Meet Your Mentor.mp4 5.9 MB 1. Kick-start your learning/1. Meet Your Mentor.vtt 3.1 KB 1. Kick-start your learning/2. Your learning Process - Learn, Train, Practice and Apply.mp4 6.2 MB 1. Kick-start your learning/2. Your learning Process - Learn, Train, Practice and Apply.vtt 4 KB 1. Kick-start your learning/3. Your Course Guide - Pathway to success.mp4 12.2 MB 1. Kick-start your learning/3. Your Course Guide - Pathway to success.vtt 8.2 KB 1. Kick-start your learning/4. Resource Bundle - Code and Data.html 68 B 1. Kick-start your learning/4.1 SparkPythonDoBigDataAnalytics-Resources.zip.zip 1.5 MB 2. Introduction to Apache Spark/1. Start your Spark engines.mp4 13.4 MB 2. Introduction to Apache Spark/1. Start your Spark engines.vtt 8.8 KB 2. Introduction to Apache Spark/2. train Setup your Spark Python environment.mp4 27.6 MB 2. Introduction to Apache Spark/2. train Setup your Spark Python environment.vtt 12.9 KB 2. Introduction to Apache Spark/3. train Run your first Spark Program !.mp4 13.2 MB 2. Introduction to Apache Spark/3. train Run your first Spark Program !.vtt 6.7 KB 2. Introduction to Apache Spark/4. Apache Spark eco-system.mp4 10.1 MB 2. Introduction to Apache Spark/4. Apache Spark eco-system.vtt 6.9 KB 2. Introduction to Apache Spark/5. RDD The foundation of Spark.mp4 9.1 MB 2. Introduction to Apache Spark/5. RDD The foundation of Spark.vtt 6.1 KB 2. Introduction to Apache Spark/6. Spark Architecture - How it all works..mp4 18.7 MB 2. Introduction to Apache Spark/6. Spark Architecture - How it all works..vtt 12.6 KB 2. Introduction to Apache Spark/7. Spark Project work flow - How it gets done..mp4 6.6 MB 2. Introduction to Apache Spark/7. Spark Project work flow - How it gets done..vtt 4.8 KB 2. Introduction to Apache Spark/8. Spark Architecture.html 150 B 3. Spark Programming with Python/1. Loading and Storing Data.mp4 14.7 MB 3. Spark Programming with Python/1. Loading and Storing Data.vtt 10.5 KB 3. Spark Programming with Python/10. Key-Value RDDs.mp4 7.3 MB 3. Spark Programming with Python/10. Key-Value RDDs.vtt 4.6 KB 3. Spark Programming with Python/11. train Key-Value RDDs.mp4 16.2 MB 3. Spark Programming with Python/11. train Key-Value RDDs.vtt 8 KB 3. Spark Programming with Python/12. @Practice() Key-Value RDDs.html 192 B 3. Spark Programming with Python/13. Advanced Spark.mp4 17.7 MB 3. Spark Programming with Python/13. Advanced Spark.vtt 12 KB 3. Spark Programming with Python/14. train Advanced Spark - Enhanced Capabilities.mp4 14.2 MB 3. Spark Programming with Python/14. train Advanced Spark - Enhanced Capabilities.vtt 7.5 KB 3. Spark Programming with Python/15. @Practice() Advanced Spark.html 272 B 3. Spark Programming with Python/2. train Loading and Storing Data.mp4 18.1 MB 3. Spark Programming with Python/2. train Loading and Storing Data.vtt 8.7 KB 3. Spark Programming with Python/3. @Practice() Loading and Storing Data.html 347 B 3. Spark Programming with Python/4. Transformations - Change how data looks.mp4 16.2 MB 3. Spark Programming with Python/4. Transformations - Change how data looks.vtt 11.6 KB 3. Spark Programming with Python/5. train Transformations.mp4 33.3 MB 3. Spark Programming with Python/5. train Transformations.vtt 16.8 KB 3. Spark Programming with Python/6. @Practice() Transformations.html 221 B 3. Spark Programming with Python/7. Actions - Extract insights from Data.mp4 14.2 MB 3. Spark Programming with Python/7. Actions - Extract insights from Data.vtt 9.7 KB 3. Spark Programming with Python/8. train Actions.mp4 18.7 MB 3. Spark Programming with Python/8. train Actions.vtt 8.3 KB 3. Spark Programming with Python/9. @Practice() Actions.html 117 B 4. Spark SQL/1. Spark SQL Data Frames - the new era.mp4 13.3 MB 4. Spark SQL/1. Spark SQL Data Frames - the new era.vtt 9.1 KB 4. Spark SQL/2. train SQL Data Frames.mp4 26 MB 4. Spark SQL/2. train SQL Data Frames.vtt 13.2 KB 4. Spark SQL/3. @Practice() SQL Data Frames.html 511 B 4. Spark SQL/4. Temp Tables Views - Easy querying.mp4 4.6 MB 4. Spark SQL/4. Temp Tables Views - Easy querying.vtt 2.9 KB 4. Spark SQL/5. train Temp Tables Views.mp4 11.5 MB 4. Spark SQL/5. train Temp Tables Views.vtt 6 KB 4. Spark SQL/6. @Practice() Temp Tables Views.html 172 B 5. Spark Streaming/1. Spark Streaming - real time data processing.mp4 8.8 MB 5. Spark Streaming/1. Spark Streaming - real time data processing.vtt 6 KB 5. Spark Streaming/2. Spark Streaming Architecture - how it works..mp4 12.1 MB 5. Spark Streaming/2. Spark Streaming Architecture - how it works..vtt 7.7 KB 5. Spark Streaming/3. train Spark Streaming.mp4 27.2 MB 5. Spark Streaming/3. train Spark Streaming.vtt 13.7 KB 6. Machine Learning with Spark/1. Types of Analytics - simple to predictive.mp4 20.5 MB 6. Machine Learning with Spark/1. Types of Analytics - simple to predictive.vtt 13.8 KB 6. Machine Learning with Spark/10. Random Forest Classification.mp4 17.9 MB 6. Machine Learning with Spark/10. Random Forest Classification.vtt 13.9 KB 6. Machine Learning with Spark/11. train Random Forests and PCA Use Case.mp4 40.4 MB 6. Machine Learning with Spark/11. train Random Forests and PCA Use Case.vtt 15.8 KB 6. Machine Learning with Spark/12. Text Pre-processing with TF-IDF.mp4 25.9 MB 6. Machine Learning with Spark/12. Text Pre-processing with TF-IDF.vtt 17.8 KB 6. Machine Learning with Spark/13. Naive Bayes Classification.mp4 34.1 MB 6. Machine Learning with Spark/13. Naive Bayes Classification.vtt 24.6 KB 6. Machine Learning with Spark/14. train Naive Bayes and Text Pre-processing Use Case.mp4 19.8 MB 6. Machine Learning with Spark/14. train Naive Bayes and Text Pre-processing Use Case.vtt 8.7 KB 6. Machine Learning with Spark/15. K-Means Clustering - grouping similar items.mp4 20.6 MB 6. Machine Learning with Spark/15. K-Means Clustering - grouping similar items.vtt 14.7 KB 6. Machine Learning with Spark/16. train K-Means Clustering Use Case.mp4 22.5 MB 6. Machine Learning with Spark/16. train K-Means Clustering Use Case.vtt 10.3 KB 6. Machine Learning with Spark/17. Recommendation Engines.mp4 20.6 MB 6. Machine Learning with Spark/17. Recommendation Engines.vtt 15.7 KB 6. Machine Learning with Spark/18. train Recommendation Engines Use Case.mp4 12.2 MB 6. Machine Learning with Spark/18. train Recommendation Engines Use Case.vtt 5.6 KB 6. Machine Learning with Spark/2. Types of Machine Learning.mp4 29.1 MB 6. Machine Learning with Spark/2. Types of Machine Learning.vtt 20.7 KB 6. Machine Learning with Spark/3. Analyzing results and Errors.mp4 23.8 MB 6. Machine Learning with Spark/3. Analyzing results and Errors.vtt 17 KB 6. Machine Learning with Spark/4. Spark ML Concepts - new data types.mp4 13.4 MB 6. Machine Learning with Spark/4. Spark ML Concepts - new data types.vtt 9.7 KB 6. Machine Learning with Spark/5. Linear Regression - fit to a line.mp4 33 MB 6. Machine Learning with Spark/5. Linear Regression - fit to a line.vtt 22.8 KB 6. Machine Learning with Spark/6. train Linear Regression Use Case.mp4 44.8 MB 6. Machine Learning with Spark/6. train Linear Regression Use Case.vtt 19.8 KB 6. Machine Learning with Spark/7. Decision Trees Classification.mp4 18.4 MB 6. Machine Learning with Spark/7. Decision Trees Classification.vtt 13.2 KB 6. Machine Learning with Spark/8. train Decision Trees Use Case.mp4 32.1 MB 6. Machine Learning with Spark/8. train Decision Trees Use Case.vtt 14.3 KB 6. Machine Learning with Spark/9. Principal Component Analysis.mp4 12.6 MB