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

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Udemy - Taming Big Data with Apache Spark and Python - Hands On! (Size: 1.6 GB)
  1. Introducing Elastic MapReduce.mp4 29 MB
  1. Introducing Elastic MapReduce.vtt 8 KB
  1. Introducing MLLib.mp4 32.2 MB
  1. Introducing MLLib.vtt 12.3 KB
  1. Introducing SparkSQL.mp4 24.4 MB
  1. Introducing SparkSQL.vtt 9.3 KB
  1. Introduction to Spark.mp4 34 MB
  1. Introduction to Spark.vtt 15.8 KB
  1. Introduction.mp4 35.9 MB
  1. Introduction.vtt 4 KB
  1. Learning More about Spark and Data Science.mp4 69.8 MB
  1. Learning More about Spark and Data Science.vtt 7.4 KB
  1. [Activity] Find the Most Popular Movie.mp4 31.2 MB
  1. [Activity] Find the Most Popular Movie.vtt 8.5 KB
  1.1 popular-movies.py.py 512 B
  10. [Activity] Improving the Word Count Script with Regular Expressions.mp4 23.8 MB
  10. [Activity] Improving the Word Count Script with Regular Expressions.vtt 6.8 KB
  10. [Exercise] Improve the Quality of Similar Movies.mp4 20.6 MB
  10. [Exercise] Improve the Quality of Similar Movies.vtt 5.5 KB
  10.1 word-count-better.py.py 512 B
  11. [Activity] Sorting the Word Count Results.mp4 32.9 MB
  11. [Activity] Sorting the Word Count Results.vtt 11.4 KB
  11.1 word-count-better-sorted.py.py 716.8 B
  12. Tally up amount spent by customer using Spark.html 102.4 B
  13. Sort your results by amount spent per customer.html 102.4 B
  2. Bonus Lecture Discounts to continue your journey!.html 6.9 KB
  2. Executing SQL commands and SQL-style functions on a DataFrame.mp4 31.1 MB
  2. Executing SQL commands and SQL-style functions on a DataFrame.vtt 12.6 KB
  2. How to Use This Course.mp4 11.5 MB
  2. How to Use This Course.vtt 2.9 KB
  2. The Resilient Distributed Dataset (RDD).mp4 36 MB
  2. The Resilient Distributed Dataset (RDD).vtt 17.6 KB
  2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4 65.6 MB
  2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.vtt 15.1 KB
  2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4 38.9 MB
  2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.vtt 12 KB
  2. [Activity] Using MLLib to Produce Movie Recommendations.mp4 16.3 MB
  2. [Activity] Using MLLib to Produce Movie Recommendations.vtt 4.3 KB
  2.1 movie-recommendations-als.py.py 1.4 KB
  2.1 popular-movies-nicer.py.py 921.6 B
  2.1 spark-sql.py.py 1.1 KB
  3. Analyzing the ALS Recommendations Results.mp4 35.1 MB
  3. Analyzing the ALS Recommendations Results.vtt 7.7 KB
  3. Find the Most Popular Superhero in a Social Graph.mp4 25 MB
  3. Find the Most Popular Superhero in a Social Graph.vtt 6.8 KB
  3. Partitioning.mp4 24.6 MB
  3. Partitioning.vtt 6.4 KB
  3. Ratings Histogram Walkthrough.mp4 44.7 MB
  3. Ratings Histogram Walkthrough.vtt 18.8 KB
  3. Udemy 101 Getting the Most From This Course.mp4 19.7 MB
  3. Udemy 101 Getting the Most From This Course.vtt 3.6 KB
  3. Using DataFrames instead of RDD's.mp4 19.8 MB
  3. Using DataFrames instead of RDD's.vtt 9.1 KB
  3.1 Marvel Graph.txt 1.6 MB
  3.1 popular-movies-dataframe.py.py 1.4 KB
  3.1 ratings-counter.py.py 409.6 B
  3.2 most-popular-superhero.py.py 921.6 B
  3.3 Marvel Names.txt 343.6 KB
  4. Create Similar Movies from One Million Ratings - Part 1.mp4 28.8 MB
  4. Create Similar Movies from One Million Ratings - Part 1.vtt 7.6 KB
  4. KeyValue RDD's, and the Average Friends by Age Example.mp4 61.7 MB
  4. KeyValue RDD's, and the Average Friends by Age Example.vtt 23.9 KB
  4. Using DataFrames with MLLib.mp4 28.7 MB
  4. Using DataFrames with MLLib.vtt 11.6 KB
  4. Warning about Java 11 and Spark 2.4.0!.html 819.2 B
  4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.mp4 29 MB
  4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.vtt 8.5 KB
  4.1 most-popular-superhero.py.py 921.6 B
  4.1 movie-similarities-1m.py.py 3.6 KB
  4.1 regression.txt.txt 11.7 KB
  4.2 Marvel Graph.txt 1.6 MB
  4.2 spark-linear-regression.py.py 12 KB
  4.3 Marvel Names.txt 343.6 KB
  5. Spark Streaming and GraphX.mp4 35.6 MB
  5. Spark Streaming and GraphX.vtt 11.6 KB
  5. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 38.2 MB
  5. Superhero Degrees of Separation Introducing Breadth-First Search.vtt 12.4 KB
  5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4 60.1 MB
  5. [Activity] Create Similar Movies from One Million Ratings - Part 2.vtt 15.6 KB
  5. [Activity] Running the Average Friends by Age Example.mp4 21.3 MB
  5. [Activity] Running the Average Friends by Age Example.vtt 8.3 KB
  5. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4 237.9 MB
  5. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..vtt 28.7 KB
  5.1 Apache Spark.html 102.4 B
  5.1 fakefriends.csv.html 102.4 B
  5.2 friends-by-age.py.py 614.4 B
  5.2 winutils.exe.html 102.4 B
  5.3 Enthought Canopy.html 102.4 B
  5.4 GETTING STARTED - installation steps.html 102.4 B
  5.5 JDK.html 102.4 B
  6. Create Similar Movies from One Million Ratings - Part 3.mp4 30.7 MB
  6. Create Similar Movies from One Million Ratings - Part 3.vtt 5.6 KB
  6. Filtering RDD's, and the Minimum Temperature by Location Example.mp4 30.9 MB
  6. Filtering RDD's, and the Minimum Temperature by Location Example.vtt 12.2 KB
  6. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4 25.9 MB
  6. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.vtt 10 KB
  6. [Activity] Installing the MovieLens Movie Rating Dataset.mp4 23.1 MB
  6. [Activity] Installing the MovieLens Movie Rating Dataset.vtt 5.3 KB
  6.1 min-temperatures.py.py 716.8 B
  6.2 1800.csv.html 102.4 B
  7. Troubleshooting Spark on a Cluster.mp4 22.3 MB
  7. Troubleshooting Spark on a Cluster.vtt 5.7 KB
  7. [Activity] Run your first Spark program! Ratings histogram example..mp4 29.3 MB
  7. [Activity] Run your first Spark program! Ratings histogram example..vtt 7.3 KB
  7. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4 55.2 MB
  7. [Activity] Superhero Degrees of Separation Review the Code and Run it.vtt 13.5 KB
  7. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.mp4 32.9 MB
  7. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.vtt 8 KB
  7.1 degrees-of-separation.py.py 3.6 KB
  7.1 min-temperatures.py.py 716.8 B
  7.1 ratings-counter.py.py 409.6 B
  7.2 1800.csv.html 102.4 B
  8. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 46.6 MB
  8. Item-Based Collaborative Filtering in Spark, cache(), and persist().vtt 16.6 KB
  8. More Troubleshooting, and Managing Dependencies.mp4 29.8 MB
  8. More Troubleshooting, and Managing Dependencies.vtt 9.6 KB
  8. [Activity] Running the Maximum Temperature by Location Example.mp4 22.1 MB
  8. [Activity] Running the Maximum Temperature by Location Example.vtt 5.4 KB
  8.1 max-temperatures.py.py 716.8 B
  9. [Activity] Counting Word Occurrences using flatmap().mp4 29.4 MB
  9. [Activity] Counting Word Occurrences using flatmap().vtt 11.6 KB
  9. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 57.7 MB
  9. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.vtt 16.7 KB
  9.1 movie-similarities.py.py 3.5 KB
  9.1 word-count.py.py 409.6 B
  9.2 Book.txt 258.7 KB
  [FreeCourseLab.com].url 102.4 B
  ▲ 127 total files

Description


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

Dive right in with 15+ hands-on examples of analyzing large data sets with Apache Spark, on your desktop or on Hadoop!

Created by Sundog Education by Frank Kane, Frank Kane
Last updated 5/2019

For more Udemy Courses: https://freecourselab.com

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