UdemyCourseDownloader Apache Spark with Scala Hands On with Big Data

/01. Getting Started/

5. [Activity] Create a Histogram of Real Movie Ratings with Spark!.mp4

1. Tip Apply for a Twitter Developer Account now!.html

2. Udemy 101 Getting the Most From This Course.mp4

2. Udemy 101 Getting the Most From This Course.vtt

3. Warning about Java 11 and Spark 2.4!.html

4. Introduction, and Getting Set Up.mp4

4. Introduction, and Getting Set Up.vtt

4.1 Scala IDE download site.html

4.2 GETTING STARTED - installation steps.html

4.3 Spark download site.html

4.4 JDK install site.html

4.5 winutils.exe.html

4.6 Installing Spark on MacOS.html

5. [Activity] Create a Histogram of Real Movie Ratings with Spark!.vtt

5.1 Course Materials.html

5.2 MovieLens data set.html

/

udemycoursedownloader.com.url

Udemy Course downloader.txt

/02. Scala Crash Course [Optional]/

1. [Activity] Scala Basics, Part 1.mp4

1. [Activity] Scala Basics, Part 1.vtt

1.1 LearningScala1.sc.html

2. [Exercise] Scala Basics, Part 2.mp4

2. [Exercise] Scala Basics, Part 2.vtt

3. [Exercise] Flow Control in Scala.mp4

3. [Exercise] Flow Control in Scala.vtt

3.1 LearningScala2.sc.html

4. [Exercise] Functions in Scala.mp4

4. [Exercise] Functions in Scala.vtt

4.1 LearningScala3.sc.html

5. [Exercise] Data Structures in Scala.mp4

5. [Exercise] Data Structures in Scala.vtt

5.1 LearningScala4.sc.html

/03. Spark Basics and Simple Examples/

1. Introduction to Spark.mp4

1. Introduction to Spark.vtt

2. The Resilient Distributed Dataset.mp4

2. The Resilient Distributed Dataset.vtt

3. Ratings Histogram Walkthrough.mp4

3. Ratings Histogram Walkthrough.vtt

4. Spark Internals.mp4

4. Spark Internals.vtt

5. Key Value RDD's, and the Average Friends by Age example.mp4

5. Key Value RDD's, and the Average Friends by Age example.vtt

6. [Activity] Running the Average Friends by Age Example.mp4

6. [Activity] Running the Average Friends by Age Example.vtt

7. Filtering RDD's, and the Minimum Temperature by Location Example.mp4

7. Filtering RDD's, and the Minimum Temperature by Location Example.vtt

8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.mp4

8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.vtt

9. [Activity] Counting Word Occurrences using Flatmap().mp4

9. [Activity] Counting Word Occurrences using Flatmap().vtt

10. [Activity] Improving the Word Count Script with Regular Expressions.mp4

10. [Activity] Improving the Word Count Script with Regular Expressions.vtt

11. [Activity] Sorting the Word Count Results.mp4

11. [Activity] Sorting the Word Count Results.vtt

12. [Exercise] Find the Total Amount Spent by Customer.mp4

12. [Exercise] Find the Total Amount Spent by Customer.vtt

13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.mp4

13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.vtt

14. Check Your Results and Implementation Against Mine.mp4

14. Check Your Results and Implementation Against Mine.vtt

/04. Advanced Examples of Spark Programs/

1. [Activity] Find the Most Popular Movie.mp4

1. [Activity] Find the Most Popular Movie.vtt

2. [Activity] Use Broadcast Variables to Display Movie Names.mp4

2. [Activity] Use Broadcast Variables to Display Movie Names.vtt

3. [Activity] Find the Most Popular Superhero in a Social Graph.mp4

3. [Activity] Find the Most Popular Superhero in a Social Graph.vtt

4. Superhero Degrees of Separation Introducing Breadth-First Search.mp4

4. Superhero Degrees of Separation Introducing Breadth-First Search.vtt

5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4

5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.vtt

6. Superhero Degrees of Separation Review the code, and run it!.mp4

6. Superhero Degrees of Separation Review the code, and run it!.vtt

7. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4

7. Item-Based Collaborative Filtering in Spark, cache(), and persist().vtt

8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4

8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.vtt

9. [Exercise] Improve the Quality of Similar Movies.mp4

9. [Exercise] Improve the Quality of Similar Movies.vtt

/05. Running Spark on a Cluster/

1. [Activity] Using spark-submit to run Spark driver scripts.mp4

1. [Activity] Using spark-submit to run Spark driver scripts.vtt

2. [Activity] Packaging driver scripts with SBT.mp4

2. [Activity] Packaging driver scripts with SBT.vtt

3. Introducing Amazon Elastic MapReduce.mp4

3. Introducing Amazon Elastic MapReduce.vtt

4. Creating Similar Movies from One Million Ratings on EMR.mp4

4. Creating Similar Movies from One Million Ratings on EMR.vtt

4.1 Amazon Web Services website.html

5. Partitioning.mp4

5. Partitioning.vtt

6. Best Practices for Running on a Cluster.mp4

6. Best Practices for Running on a Cluster.vtt

7. Troubleshooting, and Managing Dependencies.mp4

7. Troubleshooting, and Managing Dependencies.vtt

/06. SparkSQL, DataFrames, and DataSets/

1. Introduction to SparkSQL.mp4

1. Introduction to SparkSQL.vtt

2. [Activity] Using SparkSQL.mp4

2. [Activity] Using SparkSQL.vtt

3. [Activity] Using DataFrames and DataSets.mp4

3. [Activity] Using DataFrames and DataSets.vtt

4. [Activity] Using DataSets instead of RDD's.mp4

4. [Activity] Using DataSets instead of RDD's.vtt

/07. Machine Learning with MLLib/

1. Introducing MLLib.mp4

1. Introducing MLLib.vtt

2. [Activity] Using MLLib to Produce Movie Recommendations.mp4

2. [Activity] Using MLLib to Produce Movie Recommendations.vtt

3. [Activity] Linear Regression with MLLib.mp4

3. [Activity] Linear Regression with MLLib.vtt

4. [Activity] Using DataFrames with MLLib.mp4

4. [Activity] Using DataFrames with MLLib.vtt

/08. Intro to Spark Streaming/

1. Spark Streaming Overview.mp4

1. Spark Streaming Overview.vtt

2. [Activity] Set up a Twitter Developer Account, and Stream Tweets.mp4

2. [Activity] Set up a Twitter Developer Account, and Stream Tweets.vtt

2.1 Twitter application management.html

3. Structured Streaming.mp4

3. Structured Streaming.vtt

/09. Intro to GraphX/

1. GraphX, Pregel, and Breadth-First-Search with Pregel..mp4

1. GraphX, Pregel, and Breadth-First-Search with Pregel..vtt

2. [Activity] Superhero Degrees of Separation using GraphX.mp4

2. [Activity] Superhero Degrees of Separation using GraphX.vtt

/10. You Made It! Where to Go from Here/

1. Learning More, and Career Tips.mp4

1. Learning More, and Career Tips.vtt

1.1 Apache Spark website.html

2. Bonus Lecture Discounts on my other Big Data Data Science Courses..mp4

2. Bonus Lecture Discounts on my other Big Data Data Science Courses..vtt

2.1 My website!.html

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