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

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  3. Creat Time：2024-07-01
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  5. Last Active：2024-09-06
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    [FreeCourseSite.com] Udemy - Taming Big Data with Apache Spark and Python - Hands On!

  1. 1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4 232.53 MB
  2. 2. Spark Basics and the RDD Interface/1. What's new in Spark 3.mp4 155.27 MB
  3. 4. Advanced Examples of Spark Programs/11. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 141.52 MB
  4. 5. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.srt 115.39 MB
  5. 5. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4 115.36 MB
  6. 2. Spark Basics and the RDD Interface/5. KeyValue RDD's, and the Average Friends by Age Example.mp4 112.96 MB
  7. 5. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4 106.78 MB
  8. 6. Machine Learning with Spark ML/4. [Activity] Linear Regression with Spark ML.mp4 103.98 MB
  9. 6. Machine Learning with Spark ML/2. [Activity] Using Spark ML to Produce Movie Recommendations.mp4 102.92 MB
  10. 4. Advanced Examples of Spark Programs/9. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4 96.24 MB
  11. 3. SparkSQL, DataFrames, and DataSets/7. [Activity] Minimum Temperature, with DataFrames (using a custom schema).mp4 95.88 MB
  12. 4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4 92.83 MB
  13. 4. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.mp4 89.72 MB
  14. 2. Spark Basics and the RDD Interface/4. Ratings Histogram Walkthrough.mp4 85.04 MB
  15. 8. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.mp4 84.95 MB
  16. 7. Spark Streaming, Structured Streaming, and GraphX/2. [Activity] Structured Streaming in Python.mp4 82.94 MB
  17. 3. SparkSQL, DataFrames, and DataSets/5. Exercise Solution Friends by Age, with DataFrames.mp4 73.33 MB
  18. 2. Spark Basics and the RDD Interface/3. The Resilient Distributed Dataset (RDD).mp4 70.42 MB
  19. 3. SparkSQL, DataFrames, and DataSets/2. [Activity] Executing SQL commands and SQL-style functions on a DataFrame.mp4 68.69 MB
  20. 7. Spark Streaming, Structured Streaming, and GraphX/4. Exercise Solution Using Structured Streaming with Windows.mp4 68.23 MB
  21. 1. Getting Started with Spark/6. [Activity] Run your first Spark program! Ratings histogram example..mp4 67.40 MB
  22. 3. SparkSQL, DataFrames, and DataSets/6. [Activity] Word Count, with DataFrames.mp4 64.75 MB
  23. 4. Advanced Examples of Spark Programs/7. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 63.30 MB
  24. 3. SparkSQL, DataFrames, and DataSets/3. Using DataFrames instead of RDD's.mp4 61.71 MB
  25. 6. Machine Learning with Spark ML/6. Exercise Solution Decision Trees with Spark.mp4 60.42 MB
  26. 2. Spark Basics and the RDD Interface/2. Introduction to Spark.mp4 59.70 MB
  27. 2. Spark Basics and the RDD Interface/12. [Activity] Sorting the Word Count Results.mp4 58.92 MB
  28. 2. Spark Basics and the RDD Interface/8. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.mp4 57.59 MB
  29. 5. Running Spark on a Cluster/8. More Troubleshooting, and Managing Dependencies.mp4 56.05 MB
  30. 2. Spark Basics and the RDD Interface/7. Filtering RDD's, and the Minimum Temperature by Location Example.mp4 55.76 MB
  31. 2. Spark Basics and the RDD Interface/10. [Activity] Counting Word Occurrences using flatmap().mp4 55.66 MB
  32. 5. Running Spark on a Cluster/4. Create Similar Movies from One Million Ratings - Part 1.mp4 52.33 MB
  33. 5. Running Spark on a Cluster/6. Create Similar Movies from One Million Ratings - Part 3.mp4 51.82 MB
  34. 3. SparkSQL, DataFrames, and DataSets/1. Introducing SparkSQL.mp4 51.00 MB
  35. 2. Spark Basics and the RDD Interface/14. [Excercise] Check your Results, and Now Sort them by Total Amount Spent..mp4 50.39 MB
  36. 2. Spark Basics and the RDD Interface/6. [Activity] Running the Average Friends by Age Example.mp4 50.34 MB
  37. 5. Running Spark on a Cluster/1. Introducing Elastic MapReduce.mp4 49.16 MB
  38. 4. Advanced Examples of Spark Programs/8. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4 49.03 MB
  39. 1. Getting Started with Spark/5. [Activity] Installing the MovieLens Movie Rating Dataset.mp4 46.47 MB
  40. 7. Spark Streaming, Structured Streaming, and GraphX/1. Spark Streaming.mp4 46.05 MB
  41. 4. Advanced Examples of Spark Programs/6. Exercise Solution Most Obscure Superheroes.mp4 42.45 MB
  42. 5. Running Spark on a Cluster/3. Partitioning.mp4 41.86 MB
  43. 2. Spark Basics and the RDD Interface/11. [Activity] Improving the Word Count Script with Regular Expressions.srt 41.38 MB
  44. 2. Spark Basics and the RDD Interface/11. [Activity] Improving the Word Count Script with Regular Expressions.mp4 41.37 MB
  45. 5. Running Spark on a Cluster/7. Troubleshooting Spark on a Cluster.mp4 38.39 MB
  46. 2. Spark Basics and the RDD Interface/9. [Activity] Running the Maximum Temperature by Location Example.mp4 38.19 MB
  47. 1. Getting Started with Spark/1. Introduction.mp4 36.33 MB
  48. 4. Advanced Examples of Spark Programs/10. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 35.18 MB
  49. 6. Machine Learning with Spark ML/5. [Exercise] Using Decision Trees in Spark ML to Predict Real Estate Prices.mp4 35.02 MB
  50. 4. Advanced Examples of Spark Programs/12. [Exercise] Improve the Quality of Similar Movies.mp4 34.77 MB
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