Udemy - Apache Spark with Scala – Hands On with Big Data!

Files:

• 1. Tip Apply for a Twitter Developer Account now!.html (1.4 KB)
• 2. Udemy 101 Getting the Most From This Course.mp4 (19.7 MB)
• 2. Udemy 101 Getting the Most From This Course.srt (4.0 KB)
• 3. Introduction, and Getting Set Up.mp4 (184.1 MB)
• 3. Introduction, and Getting Set Up.srt (27.8 KB)
• 3.1 JDK install site.html (0.1 KB)
• 3.2 Spark download site.html (0.1 KB)
• 3.3 winutils.exe.html (0.1 KB)
• 3.4 Scala IDE download site.html (0.1 KB)
• 3.5 Installing Spark on MacOS.html (0.1 KB)
• 4. [Activity] Create a Histogram of Real Movie Ratings with Spark!.mp4 (119.3 MB)
• 4. [Activity] Create a Histogram of Real Movie Ratings with Spark!.srt (23.7 KB)
• 4.1 Course Materials.html (0.1 KB)
• 4.2 MovieLens data set.html (0.1 KB)

• 1. Learning More, and Career Tips.mp4 (94.1 MB)
• 1. Learning More, and Career Tips.srt (7.7 KB)
• 1.1 Apache Spark website.html (0.1 KB)
• 2. Bonus Lecture More courses to explore!.html (7.3 KB)

• 1. [Activity] Scala Basics, Part 1.mp4 (224.6 MB)
• 1. [Activity] Scala Basics, Part 1.srt (22.2 KB)
• 1.1 LearningScala1.sc.html (0.1 KB)
• 2. [Exercise] Scala Basics, Part 2.mp4 (155.1 MB)
• 2. [Exercise] Scala Basics, Part 2.srt (16.5 KB)
• 3. [Exercise] Flow Control in Scala.mp4 (83.1 MB)
• 3. [Exercise] Flow Control in Scala.srt (12.4 KB)
• 3.1 LearningScala2.sc.html (0.1 KB)
• 4. [Exercise] Functions in Scala.mp4 (121.8 MB)
• 4. [Exercise] Functions in Scala.srt (14.7 KB)
• 4.1 LearningScala3.sc.html (0.1 KB)
• 5. [Exercise] Data Structures in Scala.mp4 (251.1 MB)
• 5. [Exercise] Data Structures in Scala.srt (27.5 KB)
• 5.1 LearningScala4.sc.html (0.1 KB)

• 1. Introduction to Spark.mp4 (150.8 MB)
• 1. Introduction to Spark.srt (15.4 KB)
• 10. [Activity] Improving the Word Count Script with Regular Expressions.mp4 (104.1 MB)
• 10. [Activity] Improving the Word Count Script with Regular Expressions.srt (11.2 KB)
• 11. [Activity] Sorting the Word Count Results.mp4 (138.4 MB)
• 11. [Activity] Sorting the Word Count Results.srt (13.7 KB)
• 12. [Exercise] Find the Total Amount Spent by Customer.mp4 (66.4 MB)
• 12. [Exercise] Find the Total Amount Spent by Customer.srt (5.9 KB)
• 13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.mp4 (69.2 MB)
• 13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.srt (7.3 KB)
• 14. Check Your Results and Implementation Against Mine.mp4 (54.2 MB)
• 14. Check Your Results and Implementation Against Mine.srt (5.4 KB)
• 2. The Resilient Distributed Dataset.mp4 (198.6 MB)
• 2. The Resilient Distributed Dataset.srt (19.4 KB)
• 3. Ratings Histogram Walkthrough.mp4 (116.7 MB)
• 3. Ratings Histogram Walkthrough.srt (13.1 KB)
• 4. Spark Internals.mp4 (83.8 MB)
• 4. Spark Internals.srt (8.3 KB)
• 5. Key Value RDD's, and the Average Friends by Age example.mp4 (208.4 MB)
• 5. Key Value RDD's, and the Average Friends by Age example.srt (21.2 KB)
• 6. [Activity] Running the Average Friends by Age Example.mp4 (134.4 MB)
• 6. [Activity] Running the Average Friends by Age Example.srt (12.4 KB)
• 7. Filtering RDD's, and the Minimum Temperature by Location Example.mp4 (107.9 MB)
• 7. Filtering RDD's, and the Minimum Temperature by Location Example.srt (11.3 KB)
• 8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.mp4 (166.0 MB)
• 8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.srt (16.1 KB)
• 9. [Activity] Counting Word Occurrences using Flatmap().mp4 (146.1 MB)
• 9. [Activity] Counting Word Occurrences using Flatmap().srt (14.3 KB)

• 1. [Activity] Find the Most Popular Movie.mp4 (66.1 MB)
• 1. [Activity] Find the Most Popular Movie.srt (7.2 KB)
• 2. [Activity] Use Broadcast Variables to Display Movie Names.mp4 (146.4 MB)
• 2. [Activity] Use Broadcast Variables to Display Movie Names.srt (14.5 KB)
• 3. [Activity] Find the Most Popular Superhero in a Social Graph.mp4 (249.1 MB)
• 3. [Activity] Find the Most Popular Superhero in a Social Graph.srt (24.0 KB)
• 4. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 (101.8 MB)
• 4. Superhero Degrees of Separation Introducing Breadth-First Search.srt (12.5 KB)
• 5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4 (94.2 MB)
• 5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.srt (10.1 KB)
• 6. Superhero Degrees of Separation Review the code, and run it!.mp4 (165.9 MB)
• 6. Superhero Degrees of Separation Review the code, and run it!.srt (17.7 KB)
• 7. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 (140.6 MB)
• 7. Item-Based Collaborative Filtering in Spark, cache(), and persist().srt (14.5 KB)
• 8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 (211.5 MB)
• 8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.srt (23.8 KB)
• 9. [Exercise] Improve the Quality of Similar Movies.mp4 (55.6 MB)
• 9. [Exercise] Improve the Quality of Similar Movies.srt (5.1 KB)

• 1. [Activity] Using spark-submit to run Spark driver scripts.mp4 (115.8 MB)
• 1. [Activity] Using spark-submit to run Spark driver scripts.srt (11.6 KB)
• 2. [Activity] Packaging driver scripts with SBT.mp4 (100.5 MB)
• 2. [Activity] Packaging driver scripts with SBT.srt (21.6 KB)
• 3. Introducing Amazon Elastic MapReduce.mp4 (132.0 MB)
• 3. Introducing Amazon Elastic MapReduce.srt (13.0 KB)
• 4. Creating Similar Movies from One Million Ratings on EMR.mp4 (135.9 MB)
• 4. Creating Similar Movies from One Million Ratings on EMR.srt (20.4 KB)
• 4.1 Amazon Web Services website.html (0.1 KB)
• 5. Partitioning.mp4 (99.4 MB)
• 5. Partitioning.srt (9.3 KB)
• 6. Best Practices for Running on a Cluster.mp4 (102.0 MB)
• 6. Best Practic