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[] Udemy - Apache Spark with Scala - Hands On with Big Data!

  • 收录时间:2020-04-28 14:07:46
  • 文件大小:6GB
  • 下载次数:58
  • 最近下载:2021-01-20 03:11:13
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文件列表

  1. 2. Scala Crash Course [Optional]/5. [Exercise] Data Structures in Scala.mp4 251MB
  2. 4. Advanced Examples of Spark Programs/3. [Activity] Find the Most Popular Superhero in a Social Graph.mp4 249MB
  3. 2. Scala Crash Course [Optional]/1. [Activity] Scala Basics, Part 1.mp4 225MB
  4. 4. Advanced Examples of Spark Programs/8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 211MB
  5. 3. Spark Basics and Simple Examples/5. Key Value RDD's, and the Average Friends by Age example.mp4 208MB
  6. 9. Intro to GraphX/1. GraphX, Pregel, and Breadth-First-Search with Pregel..mp4 200MB
  7. 3. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset.mp4 199MB
  8. 1. Getting Started/3. Introduction, and Getting Set Up.mp4 184MB
  9. 8. Intro to Spark Streaming/1. Spark Streaming Overview.mp4 179MB
  10. 3. Spark Basics and Simple Examples/8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.mp4 166MB
  11. 4. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Review the code, and run it!.mp4 166MB
  12. 8. Intro to Spark Streaming/2. [Activity] Set up a Twitter Developer Account, and Stream Tweets.mp4 160MB
  13. 2. Scala Crash Course [Optional]/2. [Exercise] Scala Basics, Part 2.mp4 155MB
  14. 5. Running Spark on a Cluster/7. Troubleshooting, and Managing Dependencies.mp4 153MB
  15. 3. Spark Basics and Simple Examples/1. Introduction to Spark.mp4 151MB
  16. 4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names.mp4 146MB
  17. 3. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using Flatmap().mp4 146MB
  18. 4. Advanced Examples of Spark Programs/7. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 141MB
  19. 9. Intro to GraphX/2. [Activity] Superhero Degrees of Separation using GraphX.mp4 140MB
  20. 3. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.mp4 138MB
  21. 5. Running Spark on a Cluster/4. Creating Similar Movies from One Million Ratings on EMR.mp4 136MB
  22. 3. Spark Basics and Simple Examples/6. [Activity] Running the Average Friends by Age Example.mp4 134MB
  23. 5. Running Spark on a Cluster/3. Introducing Amazon Elastic MapReduce.mp4 132MB
  24. 6. SparkSQL, DataFrames, and DataSets/1. Introduction to SparkSQL.mp4 130MB
  25. 7. Machine Learning with MLLib/3. [Activity] Using MLLib to Produce Movie Recommendations.mp4 130MB
  26. 2. Scala Crash Course [Optional]/4. [Exercise] Functions in Scala.mp4 122MB
  27. 6. SparkSQL, DataFrames, and DataSets/4. [Activity] Using DataSets instead of RDD's.mp4 120MB
  28. 1. Getting Started/4. [Activity] Create a Histogram of Real Movie Ratings with Spark!.mp4 119MB
  29. 3. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.mp4 117MB
  30. 5. Running Spark on a Cluster/1. [Activity] Using spark-submit to run Spark driver scripts.mp4 116MB
  31. 7. Machine Learning with MLLib/5. [Activity] Using DataFrames with MLLib.mp4 108MB
  32. 3. Spark Basics and Simple Examples/7. Filtering RDD's, and the Minimum Temperature by Location Example.mp4 108MB
  33. 6. SparkSQL, DataFrames, and DataSets/2. [Activity] Using SparkSQL.mp4 106MB
  34. 3. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.mp4 104MB
  35. 5. Running Spark on a Cluster/6. Best Practices for Running on a Cluster.mp4 102MB
  36. 4. Advanced Examples of Spark Programs/4. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 102MB
  37. 5. Running Spark on a Cluster/2. [Activity] Packaging driver scripts with SBT.mp4 100MB
  38. 5. Running Spark on a Cluster/5. Partitioning.mp4 99MB
  39. 6. SparkSQL, DataFrames, and DataSets/3. [Activity] Using DataFrames and DataSets.mp4 97MB
  40. 4. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4 94MB
  41. 10. You Made It! Where to Go from Here/1. Learning More, and Career Tips.mp4 94MB
  42. 3. Spark Basics and Simple Examples/4. Spark Internals.mp4 84MB
  43. 2. Scala Crash Course [Optional]/3. [Exercise] Flow Control in Scala.mp4 83MB
  44. 3. Spark Basics and Simple Examples/13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.mp4 69MB
  45. 3. Spark Basics and Simple Examples/12. [Exercise] Find the Total Amount Spent by Customer.mp4 66MB
  46. 4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.mp4 66MB
  47. 4. Advanced Examples of Spark Programs/9. [Exercise] Improve the Quality of Similar Movies.mp4 56MB
  48. 3. Spark Basics and Simple Examples/14. Check Your Results and Implementation Against Mine.mp4 54MB
  49. 7. Machine Learning with MLLib/1. Introducing MLLib.mp4 53MB
  50. 7. Machine Learning with MLLib/4. [Activity] Linear Regression with MLLib.mp4 36MB
  51. 8. Intro to Spark Streaming/3. Structured Streaming.mp4 30MB
  52. 1. Getting Started/2. Udemy 101 Getting the Most From This Course.mp4 20MB
  53. 1. Getting Started/3. Introduction, and Getting Set Up.srt 28KB
  54. 2. Scala Crash Course [Optional]/5. [Exercise] Data Structures in Scala.srt 28KB
  55. 7. Machine Learning with MLLib/3. [Activity] Using MLLib to Produce Movie Recommendations.srt 27KB
  56. 4. Advanced Examples of Spark Programs/3. [Activity] Find the Most Popular Superhero in a Social Graph.srt 24KB
  57. 4. Advanced Examples of Spark Programs/8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.srt 24KB
  58. 1. Getting Started/4. [Activity] Create a Histogram of Real Movie Ratings with Spark!.srt 24KB
  59. 8. Intro to Spark Streaming/2. [Activity] Set up a Twitter Developer Account, and Stream Tweets.srt 24KB
  60. 2. Scala Crash Course [Optional]/1. [Activity] Scala Basics, Part 1.srt 22KB
  61. 5. Running Spark on a Cluster/2. [Activity] Packaging driver scripts with SBT.srt 22KB
  62. 3. Spark Basics and Simple Examples/5. Key Value RDD's, and the Average Friends by Age example.srt 21KB
  63. 5. Running Spark on a Cluster/4. Creating Similar Movies from One Million Ratings on EMR.srt 20KB
  64. 3. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset.srt 19KB
  65. 8. Intro to Spark Streaming/1. Spark Streaming Overview.srt 18KB
  66. 9. Intro to GraphX/1. GraphX, Pregel, and Breadth-First-Search with Pregel..srt 18KB
  67. 4. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Review the code, and run it!.srt 18KB
  68. 7. Machine Learning with MLLib/1. Introducing MLLib.srt 17KB
  69. 2. Scala Crash Course [Optional]/2. [Exercise] Scala Basics, Part 2.srt 17KB
  70. 3. Spark Basics and Simple Examples/8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.srt 16KB
  71. 5. Running Spark on a Cluster/7. Troubleshooting, and Managing Dependencies.srt 16KB
  72. 3. Spark Basics and Simple Examples/1. Introduction to Spark.srt 15KB
  73. 7. Machine Learning with MLLib/5. [Activity] Using DataFrames with MLLib.srt 15KB
  74. 9. Intro to GraphX/2. [Activity] Superhero Degrees of Separation using GraphX.srt 15KB
  75. 2. Scala Crash Course [Optional]/4. [Exercise] Functions in Scala.srt 15KB
  76. 4. Advanced Examples of Spark Programs/7. Item-Based Collaborative Filtering in Spark, cache(), and persist().srt 14KB
  77. 4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names.srt 14KB
  78. 3. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using Flatmap().srt 14KB
  79. 3. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.srt 14KB
  80. 3. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.srt 13KB
  81. 5. Running Spark on a Cluster/3. Introducing Amazon Elastic MapReduce.srt 13KB
  82. 4. Advanced Examples of Spark Programs/4. Superhero Degrees of Separation Introducing Breadth-First Search.srt 13KB
  83. 6. SparkSQL, DataFrames, and DataSets/1. Introduction to SparkSQL.srt 12KB
  84. 3. Spark Basics and Simple Examples/6. [Activity] Running the Average Friends by Age Example.srt 12KB
  85. 6. SparkSQL, DataFrames, and DataSets/4. [Activity] Using DataSets instead of RDD's.srt 12KB
  86. 2. Scala Crash Course [Optional]/3. [Exercise] Flow Control in Scala.srt 12KB
  87. 6. SparkSQL, DataFrames, and DataSets/2. [Activity] Using SparkSQL.srt 12KB
  88. 5. Running Spark on a Cluster/1. [Activity] Using spark-submit to run Spark driver scripts.srt 12KB
  89. 7. Machine Learning with MLLib/4. [Activity] Linear Regression with MLLib.srt 11KB
  90. 3. Spark Basics and Simple Examples/7. Filtering RDD's, and the Minimum Temperature by Location Example.srt 11KB
  91. 6. SparkSQL, DataFrames, and DataSets/3. [Activity] Using DataFrames and DataSets.srt 11KB
  92. 3. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.srt 11KB
  93. 4. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.srt 10KB
  94. 5. Running Spark on a Cluster/6. Best Practices for Running on a Cluster.srt 10KB
  95. 5. Running Spark on a Cluster/5. Partitioning.srt 9KB
  96. 3. Spark Basics and Simple Examples/4. Spark Internals.srt 8KB
  97. 10. You Made It! Where to Go from Here/1. Learning More, and Career Tips.srt 8KB
  98. 8. Intro to Spark Streaming/3. Structured Streaming.srt 8KB
  99. 3. Spark Basics and Simple Examples/13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.srt 7KB
  100. 10. You Made It! Where to Go from Here/2. Bonus Lecture More courses to explore!.html 7KB
  101. 4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.srt 7KB
  102. 3. Spark Basics and Simple Examples/12. [Exercise] Find the Total Amount Spent by Customer.srt 6KB
  103. 3. Spark Basics and Simple Examples/14. Check Your Results and Implementation Against Mine.srt 5KB
  104. 4. Advanced Examples of Spark Programs/9. [Exercise] Improve the Quality of Similar Movies.srt 5KB
  105. 1. Getting Started/2. Udemy 101 Getting the Most From This Course.srt 4KB
  106. 1. Getting Started/1. Tip Apply for a Twitter Developer Account now!.html 1KB
  107. 7. Machine Learning with MLLib/2. If you have trouble running the following activity....html 1KB
  108. Read Me.txt 1KB
  109. [FreeAllCourse.Com].URL 228B
  110. 1. Getting Started/3.5 Installing Spark on MacOS.html 128B
  111. 1. Getting Started/3.1 JDK install site.html 127B
  112. 2. Scala Crash Course [Optional]/1.1 LearningScala1.sc.html 122B
  113. 2. Scala Crash Course [Optional]/3.1 LearningScala2.sc.html 122B
  114. 2. Scala Crash Course [Optional]/4.1 LearningScala3.sc.html 122B
  115. 2. Scala Crash Course [Optional]/5.1 LearningScala4.sc.html 122B
  116. 1. Getting Started/4.1 Course Materials.html 115B
  117. 1. Getting Started/3.3 winutils.exe.html 113B
  118. 1. Getting Started/4.2 MovieLens data set.html 101B
  119. 1. Getting Started/3.2 Spark download site.html 100B
  120. 8. Intro to Spark Streaming/2.1 Twitter application management.html 86B
  121. 10. You Made It! Where to Go from Here/1.1 Apache Spark website.html 85B
  122. 5. Running Spark on a Cluster/4.1 Amazon Web Services website.html 84B
  123. 1. Getting Started/3.4 Scala IDE download site.html 82B