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

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文件列表

  1. 1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4 227MB
  2. 2. Spark Basics and the RDD Interface/1. What's new in Spark 3.mp4 152MB
  3. 4. Advanced Examples of Spark Programs/11. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 138MB
  4. 5. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.srt 113MB
  5. 5. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4 113MB
  6. 2. Spark Basics and the RDD Interface/5. KeyValue RDD's, and the Average Friends by Age Example.mp4 110MB
  7. 5. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4 104MB
  8. 6. Machine Learning with Spark ML/4. [Activity] Linear Regression with Spark ML.mp4 102MB
  9. 6. Machine Learning with Spark ML/2. [Activity] Using Spark ML to Produce Movie Recommendations.mp4 101MB
  10. 4. Advanced Examples of Spark Programs/9. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4 94MB
  11. 3. SparkSQL, DataFrames, and DataSets/7. [Activity] Minimum Temperature, with DataFrames (using a custom schema).mp4 94MB
  12. 4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4 91MB
  13. 4. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.mp4 88MB
  14. 2. Spark Basics and the RDD Interface/4. Ratings Histogram Walkthrough.mp4 83MB
  15. 8. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.mp4 83MB
  16. 7. Spark Streaming, Structured Streaming, and GraphX/2. [Activity] Structured Streaming in Python.mp4 81MB
  17. 3. SparkSQL, DataFrames, and DataSets/5. Exercise Solution Friends by Age, with DataFrames.mp4 72MB
  18. 2. Spark Basics and the RDD Interface/3. The Resilient Distributed Dataset (RDD).mp4 69MB
  19. 3. SparkSQL, DataFrames, and DataSets/2. [Activity] Executing SQL commands and SQL-style functions on a DataFrame.mp4 67MB
  20. 7. Spark Streaming, Structured Streaming, and GraphX/4. Exercise Solution Using Structured Streaming with Windows.mp4 67MB
  21. 1. Getting Started with Spark/6. [Activity] Run your first Spark program! Ratings histogram example..mp4 66MB
  22. 3. SparkSQL, DataFrames, and DataSets/6. [Activity] Word Count, with DataFrames.mp4 63MB
  23. 4. Advanced Examples of Spark Programs/7. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 62MB
  24. 3. SparkSQL, DataFrames, and DataSets/3. Using DataFrames instead of RDD's.mp4 60MB
  25. 6. Machine Learning with Spark ML/6. Exercise Solution Decision Trees with Spark.mp4 59MB
  26. 2. Spark Basics and the RDD Interface/2. Introduction to Spark.mp4 58MB
  27. 2. Spark Basics and the RDD Interface/12. [Activity] Sorting the Word Count Results.mp4 58MB
  28. 2. Spark Basics and the RDD Interface/8. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.mp4 56MB
  29. 5. Running Spark on a Cluster/8. More Troubleshooting, and Managing Dependencies.mp4 55MB
  30. 2. Spark Basics and the RDD Interface/7. Filtering RDD's, and the Minimum Temperature by Location Example.mp4 54MB
  31. 2. Spark Basics and the RDD Interface/10. [Activity] Counting Word Occurrences using flatmap().mp4 54MB
  32. 5. Running Spark on a Cluster/4. Create Similar Movies from One Million Ratings - Part 1.mp4 51MB
  33. 5. Running Spark on a Cluster/6. Create Similar Movies from One Million Ratings - Part 3.mp4 51MB
  34. 3. SparkSQL, DataFrames, and DataSets/1. Introducing SparkSQL.mp4 50MB
  35. 2. Spark Basics and the RDD Interface/14. [Excercise] Check your Results, and Now Sort them by Total Amount Spent..mp4 49MB
  36. 2. Spark Basics and the RDD Interface/6. [Activity] Running the Average Friends by Age Example.mp4 49MB
  37. 5. Running Spark on a Cluster/1. Introducing Elastic MapReduce.mp4 48MB
  38. 4. Advanced Examples of Spark Programs/8. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4 48MB
  39. 1. Getting Started with Spark/5. [Activity] Installing the MovieLens Movie Rating Dataset.mp4 45MB
  40. 7. Spark Streaming, Structured Streaming, and GraphX/1. Spark Streaming.mp4 45MB
  41. 4. Advanced Examples of Spark Programs/6. Exercise Solution Most Obscure Superheroes.mp4 41MB
  42. 5. Running Spark on a Cluster/3. Partitioning.mp4 41MB
  43. 2. Spark Basics and the RDD Interface/11. [Activity] Improving the Word Count Script with Regular Expressions.srt 40MB
  44. 2. Spark Basics and the RDD Interface/11. [Activity] Improving the Word Count Script with Regular Expressions.mp4 40MB
  45. 5. Running Spark on a Cluster/7. Troubleshooting Spark on a Cluster.mp4 37MB
  46. 2. Spark Basics and the RDD Interface/9. [Activity] Running the Maximum Temperature by Location Example.mp4 37MB
  47. 1. Getting Started with Spark/1. Introduction.mp4 35MB
  48. 4. Advanced Examples of Spark Programs/10. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 34MB
  49. 6. Machine Learning with Spark ML/5. [Exercise] Using Decision Trees in Spark ML to Predict Real Estate Prices.mp4 34MB
  50. 4. Advanced Examples of Spark Programs/12. [Exercise] Improve the Quality of Similar Movies.mp4 34MB
  51. 3. SparkSQL, DataFrames, and DataSets/9. Exercise Solution Total Spent by Customer, with DataFrames.mp4 32MB
  52. 7. Spark Streaming, Structured Streaming, and GraphX/3. [Exercise] Use Windows with Structured Streaming to Track Most-Viewed URL's.mp4 31MB
  53. 2. Spark Basics and the RDD Interface/13. [Exercise] Find the Total Amount Spent by Customer.mp4 31MB
  54. 6. Machine Learning with Spark ML/1. Introducing MLLib.mp4 31MB
  55. 4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.mp4 31MB
  56. 6. Machine Learning with Spark ML/3. Analyzing the ALS Recommendations Results.mp4 30MB
  57. 2. Spark Basics and the RDD Interface/15. Check Your Sorted Implementation and Results Against Mine..mp4 25MB
  58. 1. Getting Started with Spark/3. Udemy 101 Getting the Most From This Course.mp4 20MB
  59. 4. Advanced Examples of Spark Programs/3. Find the Most Popular Superhero in a Social Graph.mp4 20MB
  60. 7. Spark Streaming, Structured Streaming, and GraphX/5. GraphX.mp4 12MB
  61. 1. Getting Started with Spark/2. How to Use This Course.mp4 11MB
  62. 4. Advanced Examples of Spark Programs/5. [Exercise] Find the Most Obscure Superheroes.mp4 11MB
  63. 7. Spark Streaming, Structured Streaming, and GraphX/2.2 access_log.txt 10MB
  64. 7. Spark Streaming, Structured Streaming, and GraphX/3.1 access_log.txt 10MB
  65. 7. Spark Streaming, Structured Streaming, and GraphX/4.2 access_log.txt 10MB
  66. 3. SparkSQL, DataFrames, and DataSets/8. [Exercise] Implement Total Spent by Customer with DataFrames.mp4 9MB
  67. 3. SparkSQL, DataFrames, and DataSets/4. [Exercise] Friends by Age, with DataFrames.mp4 8MB
  68. 4. Advanced Examples of Spark Programs/3.3 Marvel Graph.txt 2MB
  69. 4. Advanced Examples of Spark Programs/4.2 Marvel Graph.txt 2MB
  70. 4. Advanced Examples of Spark Programs/3.2 Marvel Names.txt 344KB
  71. 4. Advanced Examples of Spark Programs/4.3 Marvel Names.txt 344KB
  72. 2. Spark Basics and the RDD Interface/10.2 Book.txt 259KB
  73. 3. SparkSQL, DataFrames, and DataSets/6.1 book.txt 259KB
  74. 3. SparkSQL, DataFrames, and DataSets/8.1 customer-orders.csv 143KB
  75. 3. SparkSQL, DataFrames, and DataSets/9.1 customer-orders.csv 143KB
  76. 3. SparkSQL, DataFrames, and DataSets/7.2 1800.csv 61KB
  77. 6. Machine Learning with Spark ML/4. [Activity] Linear Regression with Spark ML.srt 32KB
  78. 4. Advanced Examples of Spark Programs/11. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.srt 31KB
  79. 3. SparkSQL, DataFrames, and DataSets/7. [Activity] Minimum Temperature, with DataFrames (using a custom schema).srt 31KB
  80. 2. Spark Basics and the RDD Interface/5. KeyValue RDD's, and the Average Friends by Age Example.srt 28KB
  81. 4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.srt 25KB
  82. 1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..srt 24KB
  83. 3. SparkSQL, DataFrames, and DataSets/6. [Activity] Word Count, with DataFrames.srt 23KB
  84. 6. Machine Learning with Spark ML/2. [Activity] Using Spark ML to Produce Movie Recommendations.srt 23KB
  85. 3. SparkSQL, DataFrames, and DataSets/1. Introducing SparkSQL.srt 22KB
  86. 6. Machine Learning with Spark ML/5.1 realestate.csv 21KB
  87. 6. Machine Learning with Spark ML/6.1 realestate.csv 21KB
  88. 2. Spark Basics and the RDD Interface/4. Ratings Histogram Walkthrough.srt 21KB
  89. 2. Spark Basics and the RDD Interface/3. The Resilient Distributed Dataset (RDD).srt 20KB
  90. 4. Advanced Examples of Spark Programs/7. Superhero Degrees of Separation Introducing Breadth-First Search.srt 19KB
  91. 4. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.srt 18KB
  92. 3. SparkSQL, DataFrames, and DataSets/3. Using DataFrames instead of RDD's.srt 18KB
  93. 5. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.srt 18KB
  94. 3. SparkSQL, DataFrames, and DataSets/2. [Activity] Executing SQL commands and SQL-style functions on a DataFrame.srt 18KB
  95. 3. SparkSQL, DataFrames, and DataSets/5. Exercise Solution Friends by Age, with DataFrames.srt 18KB
  96. 2. Spark Basics and the RDD Interface/2. Introduction to Spark.srt 17KB
  97. 4. Advanced Examples of Spark Programs/9. [Activity] Superhero Degrees of Separation Review the Code and Run it.srt 16KB
  98. 4. Advanced Examples of Spark Programs/8. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.srt 16KB
  99. 6. Machine Learning with Spark ML/5. [Exercise] Using Decision Trees in Spark ML to Predict Real Estate Prices.srt 15KB
  100. 7. Spark Streaming, Structured Streaming, and GraphX/2. [Activity] Structured Streaming in Python.srt 15KB
  101. 6. Machine Learning with Spark ML/1. Introducing MLLib.srt 14KB
  102. 7. Spark Streaming, Structured Streaming, and GraphX/1. Spark Streaming.srt 14KB
  103. 6. Machine Learning with Spark ML/6. Exercise Solution Decision Trees with Spark.srt 14KB
  104. 2. Spark Basics and the RDD Interface/7. Filtering RDD's, and the Minimum Temperature by Location Example.srt 14KB
  105. 4. Advanced Examples of Spark Programs/10. Item-Based Collaborative Filtering in Spark, cache(), and persist().srt 13KB
  106. 2. Spark Basics and the RDD Interface/12. [Activity] Sorting the Word Count Results.srt 13KB
  107. 2. Spark Basics and the RDD Interface/10. [Activity] Counting Word Occurrences using flatmap().srt 13KB
  108. 2. Spark Basics and the RDD Interface/1. What's new in Spark 3.srt 12KB
  109. 6. Machine Learning with Spark ML/4.1 regression.txt 12KB
  110. 7. Spark Streaming, Structured Streaming, and GraphX/4. Exercise Solution Using Structured Streaming with Windows.srt 12KB
  111. 5. Running Spark on a Cluster/8. More Troubleshooting, and Managing Dependencies.srt 11KB
  112. 7. Spark Streaming, Structured Streaming, and GraphX/3. [Exercise] Use Windows with Structured Streaming to Track Most-Viewed URL's.srt 11KB
  113. 1. Getting Started with Spark/6. [Activity] Run your first Spark program! Ratings histogram example..srt 10KB
  114. 6. Machine Learning with Spark ML/3. Analyzing the ALS Recommendations Results.srt 10KB
  115. 4. Advanced Examples of Spark Programs/6. Exercise Solution Most Obscure Superheroes.srt 10KB
  116. 4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.srt 9KB
  117. 2. Spark Basics and the RDD Interface/6. [Activity] Running the Average Friends by Age Example.srt 9KB
  118. 3. SparkSQL, DataFrames, and DataSets/9. Exercise Solution Total Spent by Customer, with DataFrames.srt 9KB
  119. 2. Spark Basics and the RDD Interface/14. [Excercise] Check your Results, and Now Sort them by Total Amount Spent..srt 9KB
  120. 5. Running Spark on a Cluster/1. Introducing Elastic MapReduce.srt 9KB
  121. 5. Running Spark on a Cluster/4. Create Similar Movies from One Million Ratings - Part 1.srt 9KB
  122. 3. SparkSQL, DataFrames, and DataSets/3.1 fakefriends-header.csv 9KB
  123. 3. SparkSQL, DataFrames, and DataSets/4.1 fakefriends-header.csv 9KB
  124. 3. SparkSQL, DataFrames, and DataSets/5.1 fakefriends-header.csv 9KB
  125. 3. SparkSQL, DataFrames, and DataSets/2.2 fakefriends.csv 9KB
  126. 2. Spark Basics and the RDD Interface/8. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.srt 8KB
  127. 1. Getting Started with Spark/3. Udemy 101 Getting the Most From This Course.srt 8KB
  128. 5. Running Spark on a Cluster/3. Partitioning.srt 8KB
  129. 2. Spark Basics and the RDD Interface/13. [Exercise] Find the Total Amount Spent by Customer.srt 7KB
  130. 8. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.srt 7KB
  131. 4. Advanced Examples of Spark Programs/3. Find the Most Popular Superhero in a Social Graph.srt 7KB
  132. 8. You Made It! Where to Go from Here/2. Bonus Lecture More courses to explore!.html 7KB
  133. 5. Running Spark on a Cluster/6. Create Similar Movies from One Million Ratings - Part 3.srt 7KB
  134. 5. Running Spark on a Cluster/7. Troubleshooting Spark on a Cluster.srt 6KB
  135. 4. Advanced Examples of Spark Programs/12. [Exercise] Improve the Quality of Similar Movies.srt 6KB
  136. 1. Getting Started with Spark/2. How to Use This Course.srt 6KB
  137. 2. Spark Basics and the RDD Interface/9. [Activity] Running the Maximum Temperature by Location Example.srt 6KB
  138. 1. Getting Started with Spark/5. [Activity] Installing the MovieLens Movie Rating Dataset.srt 6KB
  139. 1. Getting Started with Spark/1. Introduction.srt 5KB
  140. 4. Advanced Examples of Spark Programs/5. [Exercise] Find the Most Obscure Superheroes.srt 5KB
  141. 2. Spark Basics and the RDD Interface/15. Check Your Sorted Implementation and Results Against Mine..srt 4KB
  142. 3. SparkSQL, DataFrames, and DataSets/8. [Exercise] Implement Total Spent by Customer with DataFrames.srt 4KB
  143. 4. Advanced Examples of Spark Programs/11.1 movie-similarities-dataframe.py 4KB
  144. 7. Spark Streaming, Structured Streaming, and GraphX/5. GraphX.srt 4KB
  145. 4. Advanced Examples of Spark Programs/9.1 degrees-of-separation.py 4KB
  146. 5. Running Spark on a Cluster/4.1 movie-similarities-1m.py 4KB
  147. 3. SparkSQL, DataFrames, and DataSets/4. [Exercise] Friends by Age, with DataFrames.srt 4KB
  148. 6. Machine Learning with Spark ML/2.1 movie-recommendations-als-dataframe.py 2KB
  149. 6. Machine Learning with Spark ML/4.2 spark-linear-regression.py 2KB
  150. 6. Machine Learning with Spark ML/6.2 real-estate.py 2KB
  151. 7. Spark Streaming, Structured Streaming, and GraphX/2.1 structured-streaming.py 2KB
  152. 7. Spark Streaming, Structured Streaming, and GraphX/4.1 top-urls.py 2KB
  153. 4. Advanced Examples of Spark Programs/2.1 popular-movies-nice-dataframe.py 2KB
  154. 3. SparkSQL, DataFrames, and DataSets/7.1 min-temperatures-dataframe.py 2KB
  155. 4. Advanced Examples of Spark Programs/6.1 most-obscure-superheroes.py 1KB
  156. 4. Advanced Examples of Spark Programs/3.1 most-popular-superhero-dataframe.py 1KB
  157. 4. Advanced Examples of Spark Programs/4.1 most-popular-superhero-dataframe.py 1KB
  158. 3. SparkSQL, DataFrames, and DataSets/9.2 total-spent-customer-sorted-dataframe.py 1KB
  159. 3. SparkSQL, DataFrames, and DataSets/2.1 spark-sql.py 981B
  160. 4. Advanced Examples of Spark Programs/1.1 popular-movies-dataframe.py 933B
  161. 3. SparkSQL, DataFrames, and DataSets/5.2 friends-by-age-dataframe.py 865B
  162. 3. SparkSQL, DataFrames, and DataSets/6.2 word-count-better-sorted-dataframe.py 773B
  163. 2. Spark Basics and the RDD Interface/7.2 min-temperatures.py 739B
  164. 2. Spark Basics and the RDD Interface/8.1 min-temperatures.py 739B
  165. 2. Spark Basics and the RDD Interface/9.1 max-temperatures.py 739B
  166. 2. Spark Basics and the RDD Interface/15.1 total-spent-by-customer-sorted.py 735B
  167. 2. Spark Basics and the RDD Interface/12.1 word-count-better-sorted.py 690B
  168. 3. SparkSQL, DataFrames, and DataSets/3.2 spark-sql-dataframe.py 632B
  169. 2. Spark Basics and the RDD Interface/6.1 friends-by-age.py 618B
  170. 2. Spark Basics and the RDD Interface/11.1 word-count-better.py 539B
  171. 2. Spark Basics and the RDD Interface/14.1 total-spent-by-customer.py 529B
  172. 1. Getting Started with Spark/6.1 ratings-counter.py 452B
  173. 2. Spark Basics and the RDD Interface/4.1 ratings-counter.py 452B
  174. 2. Spark Basics and the RDD Interface/10.1 word-count.py 441B
  175. 0. Websites you may like/[FCS Forum].url 133B
  176. 0. Websites you may like/[FreeCourseSite.com].url 127B
  177. 1. Getting Started with Spark/4.3 JDK.html 127B
  178. 0. Websites you may like/[CourseClub.ME].url 122B
  179. 2. Spark Basics and the RDD Interface/13.1 customer-orders.csv.html 115B
  180. 2. Spark Basics and the RDD Interface/14.2 customer-orders.csv.html 115B
  181. 2. Spark Basics and the RDD Interface/15.2 customer-orders.csv.html 115B
  182. 2. Spark Basics and the RDD Interface/6.2 fakefriends.csv.html 111B
  183. 1. Getting Started with Spark/4.1 winutils.exe.html 108B
  184. 2. Spark Basics and the RDD Interface/7.1 1800.csv.html 104B
  185. 2. Spark Basics and the RDD Interface/8.2 1800.csv.html 104B
  186. 1. Getting Started with Spark/4.2 Apache Spark.html 100B