Filename Size 1. Introduction/1. Welcome.mp4 51.5 MB 1. Introduction/1. Welcome.vtt 3.9 KB 1. Introduction/2. Downloading the Code.html 447 B 1. Introduction/3. Module 1 - Introduction.mp4 57.9 MB 1. Introduction/3. Module 1 - Introduction.vtt 5.3 KB 1. Introduction/3.1 Practicals.zip.zip 79.2 MB 1. Introduction/4. Spark Architecture and RDDs.mp4 86 MB 1. Introduction/4. Spark Architecture and RDDs.vtt 12.2 KB 10. Sorts and Coalesce/1. Why do sorts not work with foreach in Spark.mp4 88.2 MB 10. Sorts and Coalesce/1. Why do sorts not work with foreach in Spark.vtt 10.7 KB 10. Sorts and Coalesce/2. Why Coalesce is the Wrong Solution.mp4 109.5 MB 10. Sorts and Coalesce/2. Why Coalesce is the Wrong Solution.vtt 14.7 KB 10. Sorts and Coalesce/3. What is Coalesce used for in Spark.mp4 33.6 MB 10. Sorts and Coalesce/3. What is Coalesce used for in Spark.vtt 5.1 KB 11. Deploying to AWS EMR (Optional)/1. How to start an EMR Spark Cluster.mp4 84.5 MB 11. Deploying to AWS EMR (Optional)/1. How to start an EMR Spark Cluster.vtt 11.8 KB 11. Deploying to AWS EMR (Optional)/2. Packing a Spark Jar for EMR.mp4 94.7 MB 11. Deploying to AWS EMR (Optional)/2. Packing a Spark Jar for EMR.vtt 12.2 KB 11. Deploying to AWS EMR (Optional)/3. Running a Spark Job on EMR.mp4 61.4 MB 11. Deploying to AWS EMR (Optional)/3. Running a Spark Job on EMR.vtt 8.8 KB 11. Deploying to AWS EMR (Optional)/4. Understanding the Job Progress Output.mp4 35.3 MB 11. Deploying to AWS EMR (Optional)/4. Understanding the Job Progress Output.vtt 5.9 KB 11. Deploying to AWS EMR (Optional)/5. Calculating EMR costs and Terminating the cluster.mp4 37.8 MB 11. Deploying to AWS EMR (Optional)/5. Calculating EMR costs and Terminating the cluster.vtt 5.2 KB 12. Joins/1. Inner Joins.mp4 51.9 MB 12. Joins/1. Inner Joins.vtt 8.6 KB 12. Joins/2. Left Outer Joins and Optionals.mp4 87.7 MB 12. Joins/2. Left Outer Joins and Optionals.vtt 30.2 MB 12. Joins/3. Right Outer Joins.mp4 30 MB 12. Joins/3. Right Outer Joins.vtt 4 KB 12. Joins/4. Full Joins and Cartesians.mp4 21.3 MB 12. Joins/4. Full Joins and Cartesians.vtt 4.1 KB 13. Big Data Big Exercise/1. Introducing the Requirements.mp4 17.4 MB 13. Big Data Big Exercise/1. Introducing the Requirements.vtt 5.4 KB 13. Big Data Big Exercise/1.1 Practical Guide.pdf.pdf 650.5 KB 13. Big Data Big Exercise/10. Walkthrough - Step 8.mp4 20.3 MB 13. Big Data Big Exercise/10. Walkthrough - Step 8.vtt 2.6 KB 13. Big Data Big Exercise/11. Walkthrough - Step 9, adding titles and using the Big Data file.mp4 59.2 MB 13. Big Data Big Exercise/11. Walkthrough - Step 9, adding titles and using the Big Data file.vtt 6.2 KB 13. Big Data Big Exercise/2. Warmup.mp4 68.1 MB 13. Big Data Big Exercise/2. Warmup.vtt 9.3 KB 13. Big Data Big Exercise/3. Main Exercise Requirments.mp4 34.6 MB 13. Big Data Big Exercise/3. Main Exercise Requirments.vtt 7.8 KB 13. Big Data Big Exercise/4. Walkthrough - Step 2.mp4 33.8 MB 13. Big Data Big Exercise/4. Walkthrough - Step 2.vtt 5 KB 13. Big Data Big Exercise/5. Walkthrough - Step 3.mp4 46.5 MB 13. Big Data Big Exercise/5. Walkthrough - Step 3.vtt 6.8 KB 13. Big Data Big Exercise/6. Walkthrough - Step 4.mp4 13.8 MB 13. Big Data Big Exercise/6. Walkthrough - Step 4.vtt 2.1 KB 13. Big Data Big Exercise/7. Walkthrough - Step 5.mp4 19 MB 13. Big Data Big Exercise/7. Walkthrough - Step 5.vtt 2.9 KB 13. Big Data Big Exercise/8. Walkthrough - Step 6.mp4 23.1 MB 13. Big Data Big Exercise/8. Walkthrough - Step 6.vtt 4.2 KB 13. Big Data Big Exercise/9. Walkthrough - Step 7.mp4 21.1 MB 13. Big Data Big Exercise/9. Walkthrough - Step 7.vtt 2.9 KB 14. RDD Performance/1. Transformations and Actions.mp4 105.7 MB 14. RDD Performance/1. Transformations and Actions.vtt 11.8 KB 14. RDD Performance/2. The DAG and SparkUI.mp4 43.3 MB 14. RDD Performance/2. The DAG and SparkUI.vtt 7.3 KB 14. RDD Performance/3. Narrow vs Wide Transformations.mp4 65.5 MB 14. RDD Performance/3. Narrow vs Wide Transformations.vtt 11.5 KB 14. RDD Performance/4. Shuffles.mp4 133.7 MB 14. RDD Performance/4. Shuffles.vtt 18.6 KB 14. RDD Performance/5. Dealing with Key Skews.mp4 42.9 MB 14. RDD Performance/5. Dealing with Key Skews.vtt 7.7 KB 14. RDD Performance/6. Avoiding groupByKey and using map-side-reduces instead.mp4 34.1 MB 14. RDD Performance/6. Avoiding groupByKey and using map-side-reduces instead.vtt 7.2 KB 14. RDD Performance/7. Caching and Persistence.mp4 187.1 MB 14. RDD Performance/7. Caching and Persistence.vtt 24 KB 15. Module 2 - Chapter 1 SparkSQL Introduction/1. Code for SQLDataFrames Section.html 446 B 15. Module 2 - Chapter 1 SparkSQL Introduction/1.1 biglog.txt.txt 24.3 MB 15. Module 2 - Chapter 1 SparkSQL Introduction/1.2 Code.zip.zip 22.2 MB 15. Module 2 - Chapter 1 SparkSQL Introduction/2. Introducing SparkSQL.mp4 33.5 MB 15. Module 2 - Chapter 1 SparkSQL Introduction/2. Introducing SparkSQL.vtt 6.6 KB 16. SparkSQL Getting Started/1. SparkSQL Getting Started.mp4 199 MB 16. SparkSQL Getting Started/1. SparkSQL Getting Started.vtt 22 KB 17. Datasets/1. Dataset Basics.mp4 72.5 MB 17. Datasets/1. Dataset Basics.vtt 7.2 KB 17. Datasets/2. Filters using Expressions.mp4 68.7 MB 17. Datasets/2. Filters using Expressions.vtt 7.1 KB 17. Datasets/3. Filters using Lambdas.mp4 36.7 MB 17. Datasets/3. Filters using Lambdas.vtt 4 KB 17. Datasets/4. Filters using Columns.mp4 139 MB 17. Datasets/4. Filters using Columns.vtt 11.1 KB 18. The Full SQL Syntax/1. Using a Spark Temporary View for SQL.mp4 120.6 MB 18. The Full SQL Syntax/1. Using a Spark Temporary View for SQL.vtt 14.5 KB 19. In Memory Data/1. In Memory Data.mp4 139.7 MB 19. In Memory Data/1. In Memory Data.vtt 16 KB 2. Getting Started/1. Warning - Java 91011 is not supported by Spark.html 1.3 KB 2. Getting Started/2. Installing Spark.mp4 168.5 MB 2. Getting Started/2. Installing Spark.vtt 23.2 KB 20. Groupings and Aggregations/1. Groupings and Aggregations.mp4 97.1 MB 20. Groupings and Aggregations/1. Groupings and Aggregations.vtt 14.1 KB 21. Date Formatting/1. Date Formatting.mp4 60.6 MB 21. Date Formatting/1. Date Formatting.vtt 7 KB 22. Multiple Groupings/1. Multiple Groupings.mp4 138.8 MB 22. Multiple Groupings/1. Multiple Groupings.vtt 15.1 KB 23. Ordering/1. Ordering.mp4 146.4 MB 23. Ordering/1. Ordering.vtt 17.7 KB