Udemy--apache-spark-with-scala-hands-on-with-big-data

1. 01 Getting Started/002 Introduction and Getting Set Up.mp450.94MB
2. 01 Getting Started/003 Activity Create a Histogram of Real Movie Ratings with Spark.mp476MB
3. 02 Scala Crash Course/004 Activity Scala Basics Part 1.mp461.53MB
4. 02 Scala Crash Course/005 Exercise Scala Basics Part 2.mp479.11MB
5. 02 Scala Crash Course/006 Exercise Flow Control in Scala.mp425.2MB
6. 02 Scala Crash Course/007 Exercise Functions in Scala.mp432.19MB
7. 02 Scala Crash Course/008 Exercise Data Structures in Scala.mp4139.57MB
8. 03 Spark Basics and Simple Examples/009 Introduction to Spark.mp444.11MB
9. 03 Spark Basics and Simple Examples/010 The Resilient Distributed Dataset.mp457.69MB
10. 03 Spark Basics and Simple Examples/011 Ratings Histogram Walkthrough.mp431.82MB
11. 03 Spark Basics and Simple Examples/012 Spark Internals.mp421.98MB
12. 03 Spark Basics and Simple Examples/013 Key Value RDDs and the Average Friends by Age example.mp458.48MB
13. 03 Spark Basics and Simple Examples/014 Activity Running the Average Friends by Age Example.mp457.15MB
14. 03 Spark Basics and Simple Examples/015 Filtering RDDs and the Minimum Temperature by Location Example.mp428.36MB
15. 03 Spark Basics and Simple Examples/016 Activity Running the Minimum Temperature Example and Modifying it for Maximum.mp466.12MB
16. 03 Spark Basics and Simple Examples/017 Activity Counting Word Occurrences using Flatmap().mp449.2MB
17. 03 Spark Basics and Simple Examples/018 Activity Improving the Word Count Script with Regular Expressions.mp437.62MB
18. 03 Spark Basics and Simple Examples/019 Activity Sorting the Word Count Results.mp453.23MB
19. 03 Spark Basics and Simple Examples/020 Exercise Find the Total Amount Spent by Customer.mp424.51MB
20. 03 Spark Basics and Simple Examples/021 Exercise Check your Results and Sort Them by Total Amount Spent.mp425.28MB
21. 03 Spark Basics and Simple Examples/022 Check Your Results and Implementation Against Mine.mp420.67MB
22. 04 Advanced Examples of Spark Programs/023 Activity Find the Most Popular Movie.mp421.44MB
23. 04 Advanced Examples of Spark Programs/024 Activity Use Broadcast Variables to Display Movie Names.mp447.46MB
24. 04 Advanced Examples of Spark Programs/025 Activity Find the Most Popular Superhero in a Social Graph.mp493.4MB
25. 04 Advanced Examples of Spark Programs/026 Superhero Degrees of Separation Introducing Breadth-First Search.mp428.68MB
26. 04 Advanced Examples of Spark Programs/027 Superhero Degrees of Separation Accumulators and Implementing BFS in Spark.mp426.47MB
27. 04 Advanced Examples of Spark Programs/028 Superhero Degrees of Separation Review the code and run it.mp458.23MB
28. 04 Advanced Examples of Spark Programs/029 Item-Based Collaborative Filtering in Spark cache() and persist().mp438.69MB
29. 04 Advanced Examples of Spark Programs/030 Activity Running the Similar Movies Script using Sparks Cluster Manager.mp470.62MB
30. 04 Advanced Examples of Spark Programs/031 Exercise Improve the Quality of Similar Movies.mp417.78MB
31. 05 Running Spark on a Cluster/032 Activity Using spark-submit to run Spark driver scripts.mp438.26MB
32. 05 Running Spark on a Cluster/033 Activity Packaging driver scripts with SBT.mp473.39MB
33. 05 Running Spark on a Cluster/034 Introducing Amazon Elastic MapReduce.mp437.57MB
34. 05 Running Spark on a Cluster/035 Creating Similar Movies from One Million Ratings on EMR.mp468.22MB
35. 05 Running Spark on a Cluster/036 Partitioning.mp434.67MB
36. 05 Running Spark on a Cluster/037 Best Practices for Running on a Cluster.mp429.86MB
37. 05 Running Spark on a Cluster/038 Troubleshooting and Managing Dependencies.mp447.29MB
38. 06 SparkSQL DataFrames and DataSets/039 Introduction to SparkSQL.mp435.14MB
39. 06 SparkSQL DataFrames and DataSets/040 Activity Using SparkSQL.mp434.38MB
40. 06 SparkSQL DataFrames and DataSets/041 Activity Using DataFrames and DataSets.mp429.06MB
41. 06 SparkSQL DataFrames and DataSets/042 Activity Using DataSets instead of RDDs.mp435.65MB
42. 07 Machine Learning with MLLib/043 Introducing MLLib.mp439.23MB
43. 07 Machine Learning with MLLib/044 Activity Using MLLib to Produce Movie Recommendations.mp443.3MB
44. 07 Machine Learning with MLLib/045 Activity Linear Regression with MLLib.mp462.18MB
45. 07 Machine Learning with MLLib/046 Activity Using DataFrames with MLLib.mp450.7MB
46. 08 Intro to Spark Streaming/047 Spark Streaming Overview.mp451.48MB
47. 08 Intro to Spark Streaming/048 Activity Set up a Twitter Developer Account and Stream Tweets.mp480.86MB
48. 08 Intro to Spark Streaming/049 Structured Streaming.mp419.12MB
49. 09 Intro to GraphX/050 GraphX Pregel and Breadth-First-Search with Pregel..mp460.31MB
50. 09 Intro to GraphX/051 Activity Superhero Degrees of Separation using GraphX.mp446.7MB
51. 10 You Made It Where to Go from Here/052 Learning More and Career Tips.mp483.82MB
52. 10 You Made It Where to Go from Here/053 Bonus Lecture Discounts on my other Big Data Data Science Courses..mp49.14MB