FreeAllCourse Com Udemy - Apache Spark with Scala - Hands On with Big Data!

1. 1. Getting Started/2. Udemy 101 Getting the Most From This Course.mp419.71MB
2. 1. Getting Started/3. Introduction, and Getting Set Up.mp4184.12MB
3. 1. Getting Started/4. [Activity] Create a Histogram of Real Movie Ratings with Spark!.mp4119.26MB
4. 10. You Made It! Where to Go from Here/1. Learning More, and Career Tips.mp494.06MB
5. 2. Scala Crash Course [Optional]/1. [Activity] Scala Basics, Part 1.mp4224.6MB
6. 2. Scala Crash Course [Optional]/2. [Exercise] Scala Basics, Part 2.mp4155.14MB
7. 2. Scala Crash Course [Optional]/3. [Exercise] Flow Control in Scala.mp483.08MB
8. 2. Scala Crash Course [Optional]/4. [Exercise] Functions in Scala.mp4121.75MB
9. 2. Scala Crash Course [Optional]/5. [Exercise] Data Structures in Scala.mp4251.13MB
10. 3. Spark Basics and Simple Examples/1. Introduction to Spark.mp4150.82MB
11. 3. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.mp4104.1MB
12. 3. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.mp4138.43MB
13. 3. Spark Basics and Simple Examples/12. [Exercise] Find the Total Amount Spent by Customer.mp466.37MB
14. 3. Spark Basics and Simple Examples/13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.mp469.22MB
15. 3. Spark Basics and Simple Examples/14. Check Your Results and Implementation Against Mine.mp454.22MB
16. 3. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset.mp4198.63MB
17. 3. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.mp4116.66MB
18. 3. Spark Basics and Simple Examples/4. Spark Internals.mp483.82MB
19. 3. Spark Basics and Simple Examples/5. Key Value RDD's, and the Average Friends by Age example.mp4208.45MB
20. 3. Spark Basics and Simple Examples/6. [Activity] Running the Average Friends by Age Example.mp4134.39MB
21. 3. Spark Basics and Simple Examples/7. Filtering RDD's, and the Minimum Temperature by Location Example.mp4107.95MB
22. 3. Spark Basics and Simple Examples/8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.mp4165.96MB
23. 3. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using Flatmap().mp4146.13MB
24. 4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.mp466.14MB
25. 4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names.mp4146.4MB
26. 4. Advanced Examples of Spark Programs/3. [Activity] Find the Most Popular Superhero in a Social Graph.mp4249.09MB
27. 4. Advanced Examples of Spark Programs/4. Superhero Degrees of Separation Introducing Breadth-First Search.mp4101.79MB
28. 4. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp494.21MB
29. 4. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Review the code, and run it!.mp4165.95MB
30. 4. Advanced Examples of Spark Programs/7. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4140.59MB
31. 4. Advanced Examples of Spark Programs/8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4211.49MB
32. 4. Advanced Examples of Spark Programs/9. [Exercise] Improve the Quality of Similar Movies.mp455.57MB
33. 5. Running Spark on a Cluster/1. [Activity] Using spark-submit to run Spark driver scripts.mp4115.83MB
34. 5. Running Spark on a Cluster/2. [Activity] Packaging driver scripts with SBT.mp4100.49MB
35. 5. Running Spark on a Cluster/3. Introducing Amazon Elastic MapReduce.mp4131.99MB
36. 5. Running Spark on a Cluster/4. Creating Similar Movies from One Million Ratings on EMR.mp4135.95MB
37. 5. Running Spark on a Cluster/5. Partitioning.mp499.42MB
38. 5. Running Spark on a Cluster/6. Best Practices for Running on a Cluster.mp4102.04MB
39. 5. Running Spark on a Cluster/7. Troubleshooting, and Managing Dependencies.mp4152.76MB
40. 6. SparkSQL, DataFrames, and DataSets/1. Introduction to SparkSQL.mp4130.19MB
41. 6. SparkSQL, DataFrames, and DataSets/2. [Activity] Using SparkSQL.mp4105.84MB
42. 6. SparkSQL, DataFrames, and DataSets/3. [Activity] Using DataFrames and DataSets.mp497.32MB
43. 6. SparkSQL, DataFrames, and DataSets/4. [Activity] Using DataSets instead of RDD's.mp4120.17MB
44. 7. Machine Learning with MLLib/1. Introducing MLLib.mp452.96MB
45. 7. Machine Learning with MLLib/3. [Activity] Using MLLib to Produce Movie Recommendations.mp4129.89MB
46. 7. Machine Learning with MLLib/4. [Activity] Linear Regression with MLLib.mp436.36MB
47. 7. Machine Learning with MLLib/5. [Activity] Using DataFrames with MLLib.mp4108.15MB
48. 8. Intro to Spark Streaming/1. Spark Streaming Overview.mp4179.24MB
49. 8. Intro to Spark Streaming/2. [Activity] Set up a Twitter Developer Account, and Stream Tweets.mp4159.94MB
50. 8. Intro to Spark Streaming/3. Structured Streaming.mp429.76MB
51. 9. Intro to GraphX/1. GraphX, Pregel, and Breadth-First-Search with Pregel..mp4199.53MB
52. 9. Intro to GraphX/2. [Activity] Superhero Degrees of Separation using GraphX.mp4140.1MB