FreeCourseSite com Udemy - Taming Big Data with Apache Spark and Python – Hands On!

1. 1. Getting Started with Spark/1. Introduction.mp49.13MB
2. 1. Getting Started with Spark/2. How to Use This Course.mp411.52MB
3. 1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp482.54MB
4. 1. Getting Started with Spark/5. [Activity] Installing the MovieLens Movie Rating Dataset.mp47.88MB
5. 1. Getting Started with Spark/6. [Activity] Run your first Spark program! Ratings histogram example..mp49.61MB
6. 2. Spark Basics and Simple Examples/1. Introduction to Spark.mp433.95MB
7. 2. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.mp423.76MB
8. 2. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.mp432.89MB
9. 2. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset (RDD).mp435.96MB
10. 2. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.mp444.67MB
11. 2. Spark Basics and Simple Examples/4. KeyValue RDD's, and the Average Friends by Age Example.mp461.74MB
12. 2. Spark Basics and Simple Examples/5. [Activity] Running the Average Friends by Age Example.mp48.47MB
13. 2. Spark Basics and Simple Examples/6. Filtering RDD's, and the Minimum Temperature by Location Example.mp430.86MB
14. 2. Spark Basics and Simple Examples/7. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.mp432.91MB
15. 2. Spark Basics and Simple Examples/8. [Activity] Running the Maximum Temperature by Location Example.mp422.09MB
16. 2. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using flatmap().mp429.38MB
17. 3. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.mp431.21MB
18. 3. Advanced Examples of Spark Programs/10. [Exercise] Improve the Quality of Similar Movies.mp420.59MB
19. 3. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp438.86MB
20. 3. Advanced Examples of Spark Programs/3. Find the Most Popular Superhero in a Social Graph.mp425.03MB
21. 3. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.mp429.04MB
22. 3. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Introducing Breadth-First Search.mp438.24MB
23. 3. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp425.94MB
24. 3. Advanced Examples of Spark Programs/7. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp455.22MB
25. 3. Advanced Examples of Spark Programs/8. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp446.59MB
26. 3. Advanced Examples of Spark Programs/9. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp457.69MB
27. 4. Running Spark on a Cluster/1. Introducing Elastic MapReduce.mp428.99MB
28. 4. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp465.61MB
29. 4. Running Spark on a Cluster/3. Partitioning.mp424.56MB
30. 4. Running Spark on a Cluster/4. Create Similar Movies from One Million Ratings - Part 1.mp428.85MB
31. 4. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp460.13MB
32. 4. Running Spark on a Cluster/6. Create Similar Movies from One Million Ratings - Part 3.mp430.68MB
33. 4. Running Spark on a Cluster/7. Troubleshooting Spark on a Cluster.mp422.28MB
34. 4. Running Spark on a Cluster/8. More Troubleshooting, and Managing Dependencies.mp429.77MB
35. 5. SparkSQL, DataFrames, and DataSets/1. Introducing SparkSQL.mp424.38MB
36. 5. SparkSQL, DataFrames, and DataSets/2. Executing SQL commands and SQL-style functions on a DataFrame.mp431.1MB
37. 5. SparkSQL, DataFrames, and DataSets/3. Using DataFrames instead of RDD's.mp419.85MB
38. 6. Other Spark Technologies and Libraries/1. Introducing MLLib.mp432.22MB
39. 6. Other Spark Technologies and Libraries/2. [Activity] Using MLLib to Produce Movie Recommendations.mp416.32MB
40. 6. Other Spark Technologies and Libraries/3. Analyzing the ALS Recommendations Results.mp435.07MB
41. 6. Other Spark Technologies and Libraries/4. Using DataFrames with MLLib.mp428.66MB
42. 6. Other Spark Technologies and Libraries/5. Spark Streaming and GraphX.mp435.56MB
43. 7. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.mp469.82MB
44. 7. You Made It! Where to Go from Here/2. Bonus Lecture Discounts on my other courses!.mp415.36MB