Filename | Size |
| 1. Getting Started/1. Tip Apply for a Twitter Developer Account now!.html | 1.4 KB |
| 1. Getting Started/2. Udemy 101 Getting the Most From This Course.mp4 | 19.7 MB |
| 1. Getting Started/2. Udemy 101 Getting the Most From This Course.srt | 4 KB |
| 1. Getting Started/3. Introduction, and Getting Set Up.mp4 | 184.1 MB |
| 1. Getting Started/3. Introduction, and Getting Set Up.srt | 27.8 KB |
| 1. Getting Started/3.1 JDK install site.html | 127 B |
| 1. Getting Started/3.2 winutils.exe.html | 113 B |
| 1. Getting Started/3.3 Installing Spark on MacOS.html | 128 B |
| 1. Getting Started/3.4 Scala IDE download site.html | 82 B |
| 1. Getting Started/3.5 Spark download site.html | 100 B |
| 1. Getting Started/4. [Activity] Create a Histogram of Real Movie Ratings with Spark!.mp4 | 119.3 MB |
| 1. Getting Started/4. [Activity] Create a Histogram of Real Movie Ratings with Spark!.srt | 23.7 KB |
| 1. Getting Started/4.1 MovieLens data set.html | 101 B |
| 1. Getting Started/4.2 Course Materials.html | 115 B |
| 10. You Made It! Where to Go from Here/1. Learning More, and Career Tips.mp4 | 94.1 MB |
| 10. You Made It! Where to Go from Here/1. Learning More, and Career Tips.srt | 7.7 KB |
| 10. You Made It! Where to Go from Here/1.1 Apache Spark website.html | 85 B |
| 10. You Made It! Where to Go from Here/2. Bonus Lecture More courses to explore!.html | 7.3 KB |
| 2. Scala Crash Course [Optional]/1. [Activity] Scala Basics, Part 1.mp4 | 224.6 MB |
| 2. Scala Crash Course [Optional]/1. [Activity] Scala Basics, Part 1.srt | 22.2 KB |
| 2. Scala Crash Course [Optional]/1.1 LearningScala1.sc.html | 122 B |
| 2. Scala Crash Course [Optional]/2. [Exercise] Scala Basics, Part 2.mp4 | 155.1 MB |
| 2. Scala Crash Course [Optional]/2. [Exercise] Scala Basics, Part 2.srt | 16.5 KB |
| 2. Scala Crash Course [Optional]/3. [Exercise] Flow Control in Scala.mp4 | 83.1 MB |
| 2. Scala Crash Course [Optional]/3. [Exercise] Flow Control in Scala.srt | 12.4 KB |
| 2. Scala Crash Course [Optional]/3.1 LearningScala2.sc.html | 122 B |
| 2. Scala Crash Course [Optional]/4. [Exercise] Functions in Scala.mp4 | 121.8 MB |
| 2. Scala Crash Course [Optional]/4. [Exercise] Functions in Scala.srt | 14.7 KB |
| 2. Scala Crash Course [Optional]/4.1 LearningScala3.sc.html | 122 B |
| 2. Scala Crash Course [Optional]/5. [Exercise] Data Structures in Scala.mp4 | 251.1 MB |
| 2. Scala Crash Course [Optional]/5. [Exercise] Data Structures in Scala.srt | 27.5 KB |
| 2. Scala Crash Course [Optional]/5.1 LearningScala4.sc.html | 122 B |
| 3. Spark Basics and Simple Examples/1. Introduction to Spark.mp4 | 150.8 MB |
| 3. Spark Basics and Simple Examples/1. Introduction to Spark.srt | 15.4 KB |
| 3. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.mp4 | 104.1 MB |
| 3. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.srt | 11.2 KB |
| 3. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.mp4 | 138.4 MB |
| 3. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.srt | 13.7 KB |
| 3. Spark Basics and Simple Examples/12. [Exercise] Find the Total Amount Spent by Customer.mp4 | 66.4 MB |
| 3. Spark Basics and Simple Examples/12. [Exercise] Find the Total Amount Spent by Customer.srt | 5.9 KB |
| 3. Spark Basics and Simple Examples/13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.mp4 | 69.2 MB |
| 3. Spark Basics and Simple Examples/13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.srt | 7.3 KB |
| 3. Spark Basics and Simple Examples/14. Check Your Results and Implementation Against Mine.mp4 | 54.2 MB |
| 3. Spark Basics and Simple Examples/14. Check Your Results and Implementation Against Mine.srt | 5.4 KB |
| 3. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset.mp4 | 198.6 MB |
| 3. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset.srt | 19.4 KB |
| 3. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.mp4 | 116.7 MB |
| 3. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.srt | 13.1 KB |
| 3. Spark Basics and Simple Examples/4. Spark Internals.mp4 | 83.8 MB |
| 3. Spark Basics and Simple Examples/4. Spark Internals.srt | 8.3 KB |
| 3. Spark Basics and Simple Examples/5. Key Value RDD's, and the Average Friends by Age example.mp4 | 208.4 MB |
| 3. Spark Basics and Simple Examples/5. Key Value RDD's, and the Average Friends by Age example.srt | 21.2 KB |
| 3. Spark Basics and Simple Examples/6. [Activity] Running the Average Friends by Age Example.mp4 | 134.4 MB |
| 3. Spark Basics and Simple Examples/6. [Activity] Running the Average Friends by Age Example.srt | 12.4 KB |
| 3. Spark Basics and Simple Examples/7. Filtering RDD's, and the Minimum Temperature by Location Example.mp4 | 107.9 MB |
| 3. Spark Basics and Simple Examples/7. Filtering RDD's, and the Minimum Temperature by Location Example.srt | 11.3 KB |
| 3. Spark Basics and Simple Examples/8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.mp4 | 166 MB |
| 3. Spark Basics and Simple Examples/8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.srt | 16.1 KB |
| 3. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using Flatmap().mp4 | 146.1 MB |
| 3. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using Flatmap().srt | 14.3 KB |
| 4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.mp4 | 66.1 MB |
| 4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.srt | 7.2 KB |
| 4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names.mp4 | 146.4 MB |
| 4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names.srt | 14.5 KB |
| 4. Advanced Examples of Spark Programs/3. [Activity] Find the Most Popular Superhero in a Social Graph.mp4 | 249.1 MB |
| 4. Advanced Examples of Spark Programs/3. [Activity] Find the Most Popular Superhero in a Social Graph.srt | 24 KB |
| 4. Advanced Examples of Spark Programs/4. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 | 101.8 MB |
| 4. Advanced Examples of Spark Programs/4. Superhero Degrees of Separation Introducing Breadth-First Search.srt | 12.5 KB |
| 4. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4 | 94.2 MB |
| 4. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.srt | 10.1 KB |
| 4. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Review the code, and run it!.mp4 | 165.9 MB |
| 4. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Review the code, and run it!.srt | 17.7 KB |
| 4. Advanced Examples of Spark Programs/7. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 | 140.6 MB |
| 4. Advanced Examples of Spark Programs/7. Item-Based Collaborative Filtering in Spark, cache(), and persist().srt | 14.5 KB |
| 4. Advanced Examples of Spark Programs/8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 | 211.5 MB |
| 4. Advanced Examples of Spark Programs/8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.srt | 23.8 KB |
| 4. Advanced Examples of Spark Programs/9. [Exercise] Improve the Quality of Similar Movies.mp4 | 55.6 MB |
| 4. Advanced Examples of Spark Programs/9. [Exercise] Improve the Quality of Similar Movies.srt | 5.1 KB |
| 5. Running Spark on a Cluster/1. [Activity] Using spark-submit to run Spark driver scripts.mp4 | 115.8 MB |
| 5. Running Spark on a Cluster/1. [Activity] Using spark-submit to run Spark driver scripts.srt | 11.6 KB |
| 5. Running Spark on a Cluster/2. [Activity] Packaging driver scripts with SBT.mp4 | 100.5 MB |
| 5. Running Spark on a Cluster/2. [Activity] Packaging driver scripts with SBT.srt | 21.6 KB |
| 5. Running Spark on a Cluster/3. Introducing Amazon Elastic MapReduce.mp4 | 132 MB |
| 5. Running Spark on a Cluster/3. Introducing Amazon Elastic MapReduce.srt | 13 KB |
| 5. Running Spark on a Cluster/4. Creating Similar Movies from One Million Ratings on EMR.mp4 | 135.9 MB |
| 5. Running Spark on a Cluster/4. Creating Similar Movies from One Million Ratings on EMR.srt | 20.4 KB |
| 5. Running Spark on a Cluster/4.1 Amazon Web Services website.html | 84 B |
| 5. Running Spark on a Cluster/5. Partitioning.mp4 | 99.4 MB |
| 5. Running Spark on a Cluster/5. Partitioning.srt | 9.3 KB |
| 5. Running Spark on a Cluster/6. Best Practices for Running on a Cluster.mp4 | 102 MB |
| 5. Running Spark on a Cluster/6. Best Practices for Running on a Cluster.srt | 9.9 KB |
| 5. Running Spark on a Cluster/7. Troubleshooting, and Managing Dependencies.mp4 | 152.8 MB |
| 5. Running Spark on a Cluster/7. Troubleshooting, and Managing Dependencies.srt | 16.1 KB |
| 6. SparkSQL, DataFrames, and DataSets/1. Introduction to SparkSQL.mp4 | 130.2 MB |
| 6. SparkSQL, DataFrames, and DataSets/1. Introduction to SparkSQL.srt | 12.5 KB |
| 6. SparkSQL, DataFrames, and DataSets/2. [Activity] Using SparkSQL.mp4 | 105.8 MB |
| 6. SparkSQL, DataFrames, and DataSets/2. [Activity] Using SparkSQL.srt | 11.7 KB |
| 6. SparkSQL, DataFrames, and DataSets/3. [Activity] Using DataFrames and DataSets.mp4 | 97.3 MB |
| 6. SparkSQL, DataFrames, and DataSets/3. [Activity] Using DataFrames and DataSets.srt | 11.3 KB |