[FreeCourseLab.com] Udemy - Taming Big Data with Apache Spark and Python - Hands On!

• [FreeCourseLab.com] Udemy - Taming Big Data with Apache Spark and Python - Hands On!
• 1. Getting Started with Spark/1. Introduction.mp4 35.9 MB
• 1. Getting Started with Spark/1. Introduction.vtt 4 KB
• 1. Getting Started with Spark/2. How to Use This Course.mp4 11.5 MB
• 1. Getting Started with Spark/2. How to Use This Course.vtt 2.9 KB
• 1. Getting Started with Spark/3. Udemy 101 Getting the Most From This Course.mp4 19.7 MB
• 1. Getting Started with Spark/3. Udemy 101 Getting the Most From This Course.vtt 3.6 KB
• 1. Getting Started with Spark/4. Warning about Java 11 and Spark 2.4.0!.html 860 B
• 1. Getting Started with Spark/5. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4 237.9 MB
• 1. Getting Started with Spark/5. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..vtt 28.7 KB
• 1. Getting Started with Spark/5.1 Apache Spark.html 100 B
• 1. Getting Started with Spark/5.2 winutils.exe.html 108 B
• 1. Getting Started with Spark/5.3 Enthought Canopy.html 107 B
• 1. Getting Started with Spark/5.4 GETTING STARTED - installation steps.html 102 B
• 1. Getting Started with Spark/5.5 JDK.html 127 B
• 1. Getting Started with Spark/6. [Activity] Installing the MovieLens Movie Rating Dataset.mp4 23.1 MB
• 1. Getting Started with Spark/6. [Activity] Installing the MovieLens Movie Rating Dataset.vtt 5.3 KB
• 1. Getting Started with Spark/7. [Activity] Run your first Spark program! Ratings histogram example..mp4 29.3 MB
• 1. Getting Started with Spark/7. [Activity] Run your first Spark program! Ratings histogram example..vtt 7.3 KB
• 1. Getting Started with Spark/7.1 ratings-counter.py.py 452 B
• 2. Spark Basics and Simple Examples/1. Introduction to Spark.mp4 34 MB
• 2. Spark Basics and Simple Examples/1. Introduction to Spark.vtt 15.8 KB
• 2. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.mp4 23.8 MB
• 2. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.vtt 6.8 KB
• 2. Spark Basics and Simple Examples/10.1 word-count-better.py.py 539 B
• 2. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.mp4 32.9 MB
• 2. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.vtt 11.4 KB
• 2. Spark Basics and Simple Examples/11.1 word-count-better-sorted.py.py 690 B
• 2. Spark Basics and Simple Examples/12. Tally up amount spent by customer using Spark.html 145 B
• 2. Spark Basics and Simple Examples/13. Sort your results by amount spent per customer.html 145 B
• 2. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset (RDD).mp4 36 MB
• 2. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset (RDD).vtt 17.6 KB
• 2. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.mp4 44.7 MB
• 2. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.vtt 18.8 KB
• 2. Spark Basics and Simple Examples/3.1 ratings-counter.py.py 452 B
• 2. Spark Basics and Simple Examples/4. KeyValue RDD's, and the Average Friends by Age Example.mp4 61.7 MB
• 2. Spark Basics and Simple Examples/4. KeyValue RDD's, and the Average Friends by Age Example.vtt 23.9 KB
• 2. Spark Basics and Simple Examples/5. [Activity] Running the Average Friends by Age Example.mp4 21.3 MB
• 2. Spark Basics and Simple Examples/5. [Activity] Running the Average Friends by Age Example.vtt 8.3 KB
• 2. Spark Basics and Simple Examples/5.1 fakefriends.csv.html 111 B
• 2. Spark Basics and Simple Examples/5.2 friends-by-age.py.py 618 B
• 2. Spark Basics and Simple Examples/6. Filtering RDD's, and the Minimum Temperature by Location Example.mp4 30.9 MB
• 2. Spark Basics and Simple Examples/6. Filtering RDD's, and the Minimum Temperature by Location Example.vtt 12.2 KB
• 2. Spark Basics and Simple Examples/6.1 min-temperatures.py.py 739 B
• 2. Spark Basics and Simple Examples/6.2 1800.csv.html 104 B
• 2. Spark Basics and Simple Examples/7. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.mp4 32.9 MB
• 2. Spark Basics and Simple Examples/7. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.vtt 8 KB
• 2. Spark Basics and Simple Examples/7.1 min-temperatures.py.py 739 B
• 2. Spark Basics and Simple Examples/7.2 1800.csv.html 104 B
• 2. Spark Basics and Simple Examples/8. [Activity] Running the Maximum Temperature by Location Example.mp4 22.1 MB
• 2. Spark Basics and Simple Examples/8. [Activity] Running the Maximum Temperature by Location Example.vtt 5.4 KB
• 2. Spark Basics and Simple Examples/8.1 max-temperatures.py.py 739 B
• 2. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using flatmap().mp4 29.4 MB
• 2. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using flatmap().vtt 11.6 KB
• 2. Spark Basics and Simple Examples/9.1 word-count.py.py 441 B
• 2. Spark Basics and Simple Examples/9.2 Book.txt 258.7 KB
• 3. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.mp4 31.2 MB
• 3. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.vtt 8.5 KB
• 3. Advanced Examples of Spark Programs/1.1 popular-movies.py.py 489 B
• 3. Advanced Examples of Spark Programs/10. [Exercise] Improve the Quality of Similar Movies.mp4 20.6 MB
• 3. Advanced Examples of Spark Programs/10. [Exercise] Improve the Quality of Similar Movies.vtt 5.5 KB
• 3. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4 38.9 MB
• 3. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.vtt 12 KB
• 3. Advanced Examples of Spark Programs/2.1 popular-movies-nicer.py.py 876 B
• 3. Advanced Examples of Spark Programs/3. Find the Most Popular Superhero in a Social Graph.mp4 25 MB
• 3. Advanced Examples of Spark Programs/3. Find the Most Popular Superhero in a Social Graph.vtt 6.8 KB
• 3. Advanced Examples of Spark Programs/3.1 Marvel Graph.txt 1.6 MB
• 3. Advanced Examples of Spark Programs/3.2 most-popular-superhero.py.py 915 B
• 3. Advanced Examples of Spark Programs/3.3 Marvel Names.txt 343.6 KB
• 3. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.mp4 29 MB
• 3. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.vtt 8.5 KB
• 3. Advanced Examples of Spark Programs/4.1 most-popular-superhero.py.py 904 B
• 3. Advanced Examples of Spark Programs/4.2 Marvel Graph.txt 1.6 MB
• 3. Advanced Examples of Spark Programs/4.3 Marvel Names.txt 343.6 KB
• 3. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 38.2 MB
• 3. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Introducing Breadth-First Search.vtt 12.4 KB
• 3. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4 25.9 MB
• 3. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.vtt 10 KB
• 3. Advanced Examples of Spark Programs/7. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4 55.2 MB
• 3. Advanced Examples of Spark Programs/7. [Activity] Superhero Degrees of Separation Review the Code and Run it.vtt 13.5 KB
• 3. Advanced Examples of Spark Programs/7.1 degrees-of-separation.py.py 3.6 KB
• 3. Advanced Examples of Spark Programs/8. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 46.6 MB
• 3. Advanced Examples of Spark Programs/8. Item-Based Collaborative Filtering in Spark, cache(), and persist().vtt 16.6 KB
• 3. Advanced Examples of Spark Programs/9. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 57.7 MB
• 3. Advanced Examples of Spark Programs/9. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.vtt 16.7 KB
• 3. Advanced Examples of Spark Programs/9.1 movie-similarities.py.py 3.5 KB
• 4. Running Spark on a Cluster/1. Introducing Elastic MapReduce.mp4 29 MB
• 4. Running Spark on a Cluster/1. Introducing Elastic MapReduce.vtt 8 KB
• 4. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4 65.6 MB
• 4. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.vtt 15.1 KB
• 4. Running Spark on a Cluster/3. Partitioning.mp4 24.6 MB
• 4. Running Spark on a Cluster/3. Partitioning.vtt 6.4 KB
• 4. Running Spark on a Cluster/4. Create Similar Movies from One Million Ratings - Part 1.mp4 28.8 MB
• 4. Running Spark on a Cluster/4. Create Similar Movies from One Million Ratings - Part 1.vtt 7.6 KB
• 4. Running Spark on a Cluster/4.1 movie-similarities-1m.py.py 3.6 KB
• 4. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4 60.1 MB
• 4. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.vtt 15.6 KB
• 4. Running Spark on a Cluster/6. Create Similar Movies from One Million Ratings - Part 3.mp4 30.7 MB
• 4. Running Spark on a Cluster/6. Create Similar Movies from One Million Ratings - Part 3.vtt 5.6 KB
• 4. Running Spark on a Cluster/7. Troubleshooting Spark on a Cluster.mp4 22.3 MB

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