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

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

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文件大小： 1.42G
已经下载：969次
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收录时间：2018-03-30
最近下载：2025-05-20

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文件列表

  • 1. Getting Started with Spark/1. Introduction.mp4 9.6 MB
  • 1. Getting Started with Spark/2. How to Use This Course.mp4 12.1 MB
  • 1. Getting Started with Spark/3. Warning about Java 9!.html 573 Bytes
  • 1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4 86.5 MB
  • 1. Getting Started with Spark/4.1 Apache Spark.html 100 Bytes
  • 1. Getting Started with Spark/4.2 winutils.exe.html 108 Bytes
  • 1. Getting Started with Spark/4.3 GETTING STARTED - installation steps.html 102 Bytes
  • 1. Getting Started with Spark/4.4 Enthought Canopy.html 107 Bytes
  • 1. Getting Started with Spark/4.5 JDK.html 127 Bytes
  • 1. Getting Started with Spark/5. [Activity] Installing the MovieLens Movie Rating Dataset.mp4 8.3 MB
  • 1. Getting Started with Spark/6. [Activity] Run your first Spark program! Ratings histogram example..mp4 10.1 MB
  • 1. Getting Started with Spark/6.1 ratings-counter.py.py 439 Bytes
  • 2. Spark Basics and Simple Examples/1. Introduction to Spark.mp4 35.6 MB
  • 2. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.mp4 24.9 MB
  • 2. Spark Basics and Simple Examples/10.1 word-count-better.py.py 522 Bytes
  • 2. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.mp4 34.5 MB
  • 2. Spark Basics and Simple Examples/11.1 word-count-better-sorted.py.py 669 Bytes
  • 2. Spark Basics and Simple Examples/12. Tally up amount spent by customer using Spark.html 148 Bytes
  • 2. Spark Basics and Simple Examples/13. Sort your results by amount spent per customer.html 148 Bytes
  • 2. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset (RDD).mp4 37.7 MB
  • 2. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.mp4 46.8 MB
  • 2. Spark Basics and Simple Examples/3.1 ratings-counter.py.py 439 Bytes
  • 2. Spark Basics and Simple Examples/4. KeyValue RDD's, and the Average Friends by Age Example.mp4 64.7 MB
  • 2. Spark Basics and Simple Examples/5. [Activity] Running the Average Friends by Age Example.mp4 8.9 MB
  • 2. Spark Basics and Simple Examples/5.1 fakefriends.csv.html 111 Bytes
  • 2. Spark Basics and Simple Examples/5.2 friends-by-age.py.py 600 Bytes
  • 2. Spark Basics and Simple Examples/6. Filtering RDD's, and the Minimum Temperature by Location Example.mp4 32.4 MB
  • 2. Spark Basics and Simple Examples/6.1 min-temperatures.py.py 718 Bytes
  • 2. Spark Basics and Simple Examples/6.2 1800.csv.html 104 Bytes
  • 2. Spark Basics and Simple Examples/7. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.mp4 34.5 MB
  • 2. Spark Basics and Simple Examples/7.1 1800.csv.html 104 Bytes
  • 2. Spark Basics and Simple Examples/7.2 min-temperatures.py.py 718 Bytes
  • 2. Spark Basics and Simple Examples/8. [Activity] Running the Maximum Temperature by Location Example.mp4 23.2 MB
  • 2. Spark Basics and Simple Examples/8.1 max-temperatures.py.py 718 Bytes
  • 2. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using flatmap().mp4 30.8 MB
  • 2. Spark Basics and Simple Examples/9.1 word-count.py.py 428 Bytes
  • 2. Spark Basics and Simple Examples/9.2 Book.txt 264.0 kB
  • 3. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.mp4 32.7 MB
  • 3. Advanced Examples of Spark Programs/1.1 popular-movies.py.py 473 Bytes
  • 3. Advanced Examples of Spark Programs/10. [Exercise] Improve the Quality of Similar Movies.mp4 21.6 MB
  • 3. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4 40.8 MB
  • 3. Advanced Examples of Spark Programs/2.1 popular-movies-nicer.py.py 848 Bytes
  • 3. Advanced Examples of Spark Programs/3. Find the Most Popular Superhero in a Social Graph.mp4 26.2 MB
  • 3. Advanced Examples of Spark Programs/3.1 Marvel Names.txt 332.4 kB
  • 3. Advanced Examples of Spark Programs/3.2 Marvel Graph.txt 1.7 MB
  • 3. Advanced Examples of Spark Programs/3.3 most-popular-superhero.py.py 887 Bytes
  • 3. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.mp4 30.4 MB
  • 3. Advanced Examples of Spark Programs/4.1 Marvel Graph.txt 1.7 MB
  • 3. Advanced Examples of Spark Programs/4.2 most-popular-superhero.py.py 876 Bytes
  • 3. Advanced Examples of Spark Programs/4.3 Marvel Names.txt 332.4 kB
  • 3. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 40.1 MB
  • 3. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4 27.2 MB
  • 3. Advanced Examples of Spark Programs/7. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4 57.9 MB
  • 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 48.8 MB
  • 3. Advanced Examples of Spark Programs/9. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 60.5 MB
  • 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 30.4 MB
  • 4. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4 68.8 MB
  • 4. Running Spark on a Cluster/3. Partitioning.mp4 25.8 MB
  • 4. Running Spark on a Cluster/4. Create Similar Movies from One Million Ratings - Part 1.mp4 30.2 MB
  • 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 63.1 MB
  • 4. Running Spark on a Cluster/6. Create Similar Movies from One Million Ratings - Part 3.mp4 32.2 MB
  • 4. Running Spark on a Cluster/7. Troubleshooting Spark on a Cluster.mp4 23.4 MB
  • 4. Running Spark on a Cluster/8. More Troubleshooting, and Managing Dependencies.mp4 31.2 MB
  • 5. SparkSQL, DataFrames, and DataSets/1. Introducing SparkSQL.mp4 25.6 MB
  • 5. SparkSQL, DataFrames, and DataSets/2. Executing SQL commands and SQL-style functions on a DataFrame.mp4 32.6 MB
  • 5. SparkSQL, DataFrames, and DataSets/2.1 spark-sql.py.py 1.1 kB
  • 5. SparkSQL, DataFrames, and DataSets/3. Using DataFrames instead of RDD's.mp4 20.8 MB
  • 5. SparkSQL, DataFrames, and DataSets/3.1 popular-movies-dataframe.py.py 1.4 kB
  • 6. Other Spark Technologies and Libraries/1. Introducing MLLib.mp4 33.8 MB
  • 6. Other Spark Technologies and Libraries/2. [Activity] Using MLLib to Produce Movie Recommendations.mp4 17.1 MB
  • 6. Other Spark Technologies and Libraries/2.1 movie-recommendations-als.py.py 1.4 kB
  • 6. Other Spark Technologies and Libraries/3. Analyzing the ALS Recommendations Results.mp4 36.8 MB
  • 6. Other Spark Technologies and Libraries/4. Using DataFrames with MLLib.mp4 30.1 MB
  • 6. Other Spark Technologies and Libraries/4.1 spark-linear-regression.py.py 2.0 kB
  • 6. Other Spark Technologies and Libraries/4.2 regression.txt.txt 11.0 kB
  • 6. Other Spark Technologies and Libraries/5. Spark Streaming and GraphX.mp4 37.3 MB
  • 7. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.mp4 73.2 MB
  • 7. You Made It! Where to Go from Here/2. Bonus Lecture Discounts on my other courses!.mp4 16.1 MB
  • 7. You Made It! Where to Go from Here/2.1 My website!.html 93 Bytes
  • 7. You Made It! Where to Go from Here/2.2 Book version of this course at Amazon.html 80 Bytes
  • [FreeCourseSite.com].txt 1.1 kB
  • [FreeCourseSite.com].url 127 Bytes
  • [HaxTech.me].txt 1.1 kB
  • [HaxTech.me].url 123 Bytes

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