FreeCourseLab com Udemy - Taming Big Data with Spark Streaming and Scala - Hands On!

1. 1. Getting Started/3. Introduction, and Getting Set Up.mp4246.6MB
2. 1. Getting Started/4. [Activity] Stream Live Tweets with Spark Streaming!.mp453.82MB
3. 1. Getting Started/5. Udemy 101 Getting the Most From This Course.mp419.74MB
4. 2. A Crash Course in Scala/1. [Activity] Scala Basics Part 1.mp484.33MB
5. 2. A Crash Course in Scala/2. [Exercise] Scala Basics Part 2.mp458.45MB
6. 2. A Crash Course in Scala/3. [Exercise] Flow Control in Scala.mp441.84MB
7. 2. A Crash Course in Scala/4. [Exercise] Functions in Scala.mp450.9MB
8. 2. A Crash Course in Scala/5. [Excercise] Data Structures in Scala.mp4105.04MB
9. 3. Spark Streaming Concepts/1. Introduction to Spark.mp461.65MB
10. 3. Spark Streaming Concepts/2. The Resilient Distributed Dataset (RDD).mp475.99MB
11. 3. Spark Streaming Concepts/3. [Activity] RDD's in action simple word count application.mp464.93MB
12. 3. Spark Streaming Concepts/4. Introduction to Spark Streaming.mp441.82MB
13. 3. Spark Streaming Concepts/5. [Activity] Revisiting the PrintTweets application.mp429.09MB
14. 3. Spark Streaming Concepts/6. Windowing Aggregating data over longer time spans.mp436.15MB
15. 3. Spark Streaming Concepts/7. Fault Tolerance in Spark Streaming.mp447.95MB
16. 4. Spark Streaming Examples with Twitter/1. [Exercise] Saving Tweets to Disk.mp4108.84MB
17. 4. Spark Streaming Examples with Twitter/2. [Exercise] Tracking the Average Tweet Length.mp465.09MB
18. 4. Spark Streaming Examples with Twitter/3. [Exercise] Tracking the Most Popular Hashtags.mp4111.14MB
19. 5. Spark Streaming Examples with Clickstream Apache Access Log Data/1. [Exercise] Tracking the Top URL's Requested.mp4101.99MB
20. 5. Spark Streaming Examples with Clickstream Apache Access Log Data/2. [Exercise] Alarming on Log Errors.mp482.31MB
21. 5. Spark Streaming Examples with Clickstream Apache Access Log Data/3. [Exercise] Integrating Spark Streaming with Spark SQL.mp440.41MB
22. 5. Spark Streaming Examples with Clickstream Apache Access Log Data/4. Intro to Structured Streaming in Spark 2.mp431.27MB
23. 5. Spark Streaming Examples with Clickstream Apache Access Log Data/5. [Activity] Analyzing Apache Log files with Structured Streaming.mp440.17MB
24. 6. Integrating with Other Systems/1. Integrating with Apache Kafka.mp482.25MB
25. 6. Integrating with Other Systems/2. Integrating with Apache Flume.mp459.35MB
26. 6. Integrating with Other Systems/3. Integrating with Amazon Kinesis.mp437MB
27. 6. Integrating with Other Systems/4. [Activity] Writing Custom Data Receivers.mp459.57MB
28. 6. Integrating with Other Systems/5. Integrating with Cassandra.mp437.53MB
29. 7. Advanced Spark Streaming Examples/1. [Exercise] Stateful Information in Spark Streams.mp494.72MB
30. 7. Advanced Spark Streaming Examples/2. [Activity] Streaming K-Means Clustering.mp4113.09MB
31. 7. Advanced Spark Streaming Examples/3. [Activity] Streaming Linear Regression.mp486.89MB
32. 8. Spark Streaming in Production/1. [Activity] Running with spark-submit.mp496.15MB
33. 8. Spark Streaming in Production/2. [Activity] Packaging your code with SBT.mp486MB
34. 8. Spark Streaming in Production/3. Running on a real Hadoop cluster with EMR.mp4104.1MB
35. 8. Spark Streaming in Production/4. Troubleshooting and Tuning Spark Jobs.mp489.77MB
36. 9. You Made It!/1. Learning More.mp472.07MB
37. 9. You Made It!/2. Bonus Lecture Discounts on my other courses!.mp47.38MB