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[] Udemy - Apache Spark 2 with Scala - Hands On with Big Data!

  • 收录时间:2019-11-24 22:27:25
  • 文件大小:7GB
  • 下载次数:64
  • 最近下载:2021-01-19 17:28:47
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文件列表

  1. 1. Getting Started/5. [Activity] Create a Histogram of Real Movie Ratings with Spark!.mp4 259MB
  2. 2. Scala Crash Course [Optional]/5. [Exercise] Data Structures in Scala.mp4 251MB
  3. 4. Advanced Examples of Spark Programs/3. [Activity] Find the Most Popular Superhero in a Social Graph.mp4 249MB
  4. 1. Getting Started/4. Introduction, and Getting Set Up.mp4 231MB
  5. 2. Scala Crash Course [Optional]/1. [Activity] Scala Basics, Part 1.mp4 225MB
  6. 5. Running Spark on a Cluster/2. [Activity] Packaging driver scripts with SBT.mp4 223MB
  7. 4. Advanced Examples of Spark Programs/8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 212MB
  8. 3. Spark Basics and Simple Examples/5. Key Value RDD's, and the Average Friends by Age example.mp4 208MB
  9. 9. Intro to GraphX/1. GraphX, Pregel, and Breadth-First-Search with Pregel..mp4 200MB
  10. 3. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset.mp4 199MB
  11. 5. Running Spark on a Cluster/4. Creating Similar Movies from One Million Ratings on EMR.mp4 193MB
  12. 7. Machine Learning with MLLib/3. [Activity] Linear Regression with MLLib.mp4 191MB
  13. 8. Intro to Spark Streaming/2. [Activity] Set up a Twitter Developer Account, and Stream Tweets.mp4 190MB
  14. 8. Intro to Spark Streaming/1. Spark Streaming Overview.vtt 179MB
  15. 8. Intro to Spark Streaming/1. Spark Streaming Overview.mp4 179MB
  16. 3. Spark Basics and Simple Examples/8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.mp4 166MB
  17. 4. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Review the code, and run it!.mp4 166MB
  18. 7. Machine Learning with MLLib/4. [Activity] Using DataFrames with MLLib.mp4 163MB
  19. 2. Scala Crash Course [Optional]/2. [Exercise] Scala Basics, Part 2.mp4 155MB
  20. 5. Running Spark on a Cluster/7. Troubleshooting, and Managing Dependencies.mp4 153MB
  21. 3. Spark Basics and Simple Examples/1. Introduction to Spark.mp4 151MB
  22. 4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names.mp4 146MB
  23. 3. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using Flatmap().mp4 146MB
  24. 4. Advanced Examples of Spark Programs/7. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 141MB
  25. 9. Intro to GraphX/2. [Activity] Superhero Degrees of Separation using GraphX.mp4 140MB
  26. 7. Machine Learning with MLLib/1. Introducing MLLib.mp4 139MB
  27. 3. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.mp4 138MB
  28. 3. Spark Basics and Simple Examples/6. [Activity] Running the Average Friends by Age Example.mp4 134MB
  29. 5. Running Spark on a Cluster/3. Introducing Amazon Elastic MapReduce.mp4 132MB
  30. 6. SparkSQL, DataFrames, and DataSets/1. Introduction to SparkSQL.mp4 130MB
  31. 7. Machine Learning with MLLib/2. [Activity] Using MLLib to Produce Movie Recommendations.mp4 128MB
  32. 2. Scala Crash Course [Optional]/4. [Exercise] Functions in Scala.mp4 122MB
  33. 6. SparkSQL, DataFrames, and DataSets/4. [Activity] Using DataSets instead of RDD's.mp4 120MB
  34. 3. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.mp4 117MB
  35. 5. Running Spark on a Cluster/1. [Activity] Using spark-submit to run Spark driver scripts.mp4 116MB
  36. 3. Spark Basics and Simple Examples/7. Filtering RDD's, and the Minimum Temperature by Location Example.mp4 108MB
  37. 6. SparkSQL, DataFrames, and DataSets/2. [Activity] Using SparkSQL.mp4 106MB
  38. 3. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.vtt 104MB
  39. 3. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.mp4 104MB
  40. 5. Running Spark on a Cluster/6. Best Practices for Running on a Cluster.mp4 102MB
  41. 4. Advanced Examples of Spark Programs/4. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 102MB
  42. 5. Running Spark on a Cluster/5. Partitioning.mp4 99MB
  43. 6. SparkSQL, DataFrames, and DataSets/3. [Activity] Using DataFrames and DataSets.mp4 97MB
  44. 4. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4 94MB
  45. 10. You Made It! Where to Go from Here/1. Learning More, and Career Tips.mp4 94MB
  46. 3. Spark Basics and Simple Examples/4. Spark Internals.mp4 84MB
  47. 2. Scala Crash Course [Optional]/3. [Exercise] Flow Control in Scala.mp4 83MB
  48. 8. Intro to Spark Streaming/3. Structured Streaming.mp4 70MB
  49. 3. Spark Basics and Simple Examples/13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.mp4 69MB
  50. 3. Spark Basics and Simple Examples/12. [Exercise] Find the Total Amount Spent by Customer.mp4 66MB
  51. 4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.mp4 66MB
  52. 4. Advanced Examples of Spark Programs/9. [Exercise] Improve the Quality of Similar Movies.mp4 56MB
  53. 3. Spark Basics and Simple Examples/14. Check Your Results and Implementation Against Mine.mp4 54MB
  54. 1. Getting Started/2. Udemy 101 Getting the Most From This Course.mp4 20MB
  55. 10. You Made It! Where to Go from Here/2. Bonus Lecture Discounts on my other Big Data Data Science Courses..mp4 7MB
  56. 1. Getting Started/5. [Activity] Create a Histogram of Real Movie Ratings with Spark!.vtt 29KB
  57. 1. Getting Started/4. Introduction, and Getting Set Up.vtt 28KB
  58. 2. Scala Crash Course [Optional]/5. [Exercise] Data Structures in Scala.vtt 25KB
  59. 4. Advanced Examples of Spark Programs/3. [Activity] Find the Most Popular Superhero in a Social Graph.vtt 21KB
  60. 5. Running Spark on a Cluster/2. [Activity] Packaging driver scripts with SBT.vtt 21KB
  61. 4. Advanced Examples of Spark Programs/8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.vtt 21KB
  62. 2. Scala Crash Course [Optional]/1. [Activity] Scala Basics, Part 1.vtt 20KB
  63. 8. Intro to Spark Streaming/2. [Activity] Set up a Twitter Developer Account, and Stream Tweets.vtt 19KB
  64. 3. Spark Basics and Simple Examples/5. Key Value RDD's, and the Average Friends by Age example.vtt 19KB
  65. 5. Running Spark on a Cluster/4. Creating Similar Movies from One Million Ratings on EMR.vtt 19KB
  66. 7. Machine Learning with MLLib/3. [Activity] Linear Regression with MLLib.vtt 18KB
  67. 3. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset.vtt 17KB
  68. 9. Intro to GraphX/1. GraphX, Pregel, and Breadth-First-Search with Pregel..vtt 17KB
  69. 7. Machine Learning with MLLib/4. [Activity] Using DataFrames with MLLib.vtt 16KB
  70. 4. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Review the code, and run it!.vtt 16KB
  71. 2. Scala Crash Course [Optional]/2. [Exercise] Scala Basics, Part 2.vtt 15KB
  72. 5. Running Spark on a Cluster/7. Troubleshooting, and Managing Dependencies.vtt 15KB
  73. 3. Spark Basics and Simple Examples/8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.vtt 14KB
  74. 3. Spark Basics and Simple Examples/1. Introduction to Spark.vtt 14KB
  75. 9. Intro to GraphX/2. [Activity] Superhero Degrees of Separation using GraphX.vtt 14KB
  76. 2. Scala Crash Course [Optional]/4. [Exercise] Functions in Scala.vtt 14KB
  77. 4. Advanced Examples of Spark Programs/7. Item-Based Collaborative Filtering in Spark, cache(), and persist().vtt 13KB
  78. 4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names.vtt 13KB
  79. 3. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using Flatmap().vtt 13KB
  80. 3. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.vtt 12KB
  81. 7. Machine Learning with MLLib/1. Introducing MLLib.vtt 12KB
  82. 7. Machine Learning with MLLib/2. [Activity] Using MLLib to Produce Movie Recommendations.vtt 12KB
  83. 3. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.vtt 12KB
  84. 5. Running Spark on a Cluster/3. Introducing Amazon Elastic MapReduce.vtt 12KB
  85. 6. SparkSQL, DataFrames, and DataSets/4. [Activity] Using DataSets instead of RDD's.vtt 12KB
  86. 6. SparkSQL, DataFrames, and DataSets/1. Introduction to SparkSQL.vtt 11KB
  87. 4. Advanced Examples of Spark Programs/4. Superhero Degrees of Separation Introducing Breadth-First Search.vtt 11KB
  88. 3. Spark Basics and Simple Examples/6. [Activity] Running the Average Friends by Age Example.vtt 11KB
  89. 2. Scala Crash Course [Optional]/3. [Exercise] Flow Control in Scala.vtt 11KB
  90. 6. SparkSQL, DataFrames, and DataSets/2. [Activity] Using SparkSQL.vtt 10KB
  91. 5. Running Spark on a Cluster/1. [Activity] Using spark-submit to run Spark driver scripts.vtt 10KB
  92. 3. Spark Basics and Simple Examples/7. Filtering RDD's, and the Minimum Temperature by Location Example.vtt 10KB
  93. 6. SparkSQL, DataFrames, and DataSets/3. [Activity] Using DataFrames and DataSets.vtt 10KB
  94. 4. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.vtt 9KB
  95. 5. Running Spark on a Cluster/6. Best Practices for Running on a Cluster.vtt 9KB
  96. 5. Running Spark on a Cluster/5. Partitioning.vtt 8KB
  97. 3. Spark Basics and Simple Examples/4. Spark Internals.vtt 8KB
  98. 10. You Made It! Where to Go from Here/1. Learning More, and Career Tips.vtt 7KB
  99. 3. Spark Basics and Simple Examples/13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.vtt 7KB
  100. 4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.vtt 6KB
  101. 8. Intro to Spark Streaming/3. Structured Streaming.vtt 6KB
  102. 3. Spark Basics and Simple Examples/12. [Exercise] Find the Total Amount Spent by Customer.vtt 5KB
  103. 3. Spark Basics and Simple Examples/14. Check Your Results and Implementation Against Mine.vtt 5KB
  104. 4. Advanced Examples of Spark Programs/9. [Exercise] Improve the Quality of Similar Movies.vtt 5KB
  105. 1. Getting Started/2. Udemy 101 Getting the Most From This Course.vtt 4KB
  106. 10. You Made It! Where to Go from Here/2. Bonus Lecture Discounts on my other Big Data Data Science Courses..vtt 2KB
  107. 1. Getting Started/1. Tip Apply for a Twitter Developer Account now!.html 1KB
  108. 1. Getting Started/3. Warning about Java 11 and Spark 2.4!.html 990B
  109. [FCS Forum].url 133B
  110. 1. Getting Started/4.6 Installing Spark on MacOS.html 128B
  111. 1. Getting Started/4.4 JDK install site.html 127B
  112. [FreeCourseSite.com].url 127B
  113. [CourseClub.NET].url 123B
  114. 2. Scala Crash Course [Optional]/1.1 LearningScala1.sc.html 122B
  115. 2. Scala Crash Course [Optional]/3.1 LearningScala2.sc.html 122B
  116. 2. Scala Crash Course [Optional]/4.1 LearningScala3.sc.html 122B
  117. 2. Scala Crash Course [Optional]/5.1 LearningScala4.sc.html 122B
  118. 1. Getting Started/5.1 Course Materials.html 115B
  119. 1. Getting Started/4.5 winutils.exe.html 113B
  120. 1. Getting Started/4.2 GETTING STARTED - installation steps.html 101B
  121. 1. Getting Started/5.2 MovieLens data set.html 101B
  122. 1. Getting Started/4.3 Spark download site.html 100B
  123. 10. You Made It! Where to Go from Here/2.1 My website!.html 93B
  124. 8. Intro to Spark Streaming/2.1 Twitter application management.html 86B
  125. 10. You Made It! Where to Go from Here/1.1 Apache Spark website.html 85B
  126. 5. Running Spark on a Cluster/4.1 Amazon Web Services website.html 84B
  127. 1. Getting Started/4.1 Scala IDE download site.html 82B