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

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  1. 0. Websites you may like/[CourseClub.ME].url 122B
  2. 0. Websites you may like/[FCS Forum].url 133B
  3. 0. Websites you may like/[FreeCourseSite.com].url 127B
  4. 1. Getting Started with Spark/1. Introduction.mp4 35.48MB
  5. 1. Getting Started with Spark/1. Introduction.srt 5.38KB
  6. 1. Getting Started with Spark/2. How to Use This Course.mp4 11.35MB
  7. 1. Getting Started with Spark/2. How to Use This Course.srt 6.22KB
  8. 1. Getting Started with Spark/3. Udemy 101 Getting the Most From This Course.mp4 19.74MB
  9. 1. Getting Started with Spark/3. Udemy 101 Getting the Most From This Course.srt 8.09KB
  10. 1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4 227.08MB
  11. 1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..srt 24.11KB
  12. 1. Getting Started with Spark/4.1 winutils.exe.html 108B
  13. 1. Getting Started with Spark/4.2 Apache Spark.html 100B
  14. 1. Getting Started with Spark/4.3 JDK.html 127B
  15. 1. Getting Started with Spark/5. [Activity] Installing the MovieLens Movie Rating Dataset.mp4 45.38MB
  16. 1. Getting Started with Spark/5. [Activity] Installing the MovieLens Movie Rating Dataset.srt 6.21KB
  17. 1. Getting Started with Spark/6. [Activity] Run your first Spark program! Ratings histogram example..mp4 65.82MB
  18. 1. Getting Started with Spark/6. [Activity] Run your first Spark program! Ratings histogram example..srt 10.47KB
  19. 1. Getting Started with Spark/6.1 ratings-counter.py 452B
  20. 2. Spark Basics and the RDD Interface/1. What's new in Spark 3.mp4 151.64MB
  21. 2. Spark Basics and the RDD Interface/1. What's new in Spark 3.srt 12.14KB
  22. 2. Spark Basics and the RDD Interface/10. [Activity] Counting Word Occurrences using flatmap().mp4 54.35MB
  23. 2. Spark Basics and the RDD Interface/10. [Activity] Counting Word Occurrences using flatmap().srt 12.75KB
  24. 2. Spark Basics and the RDD Interface/10.1 word-count.py 441B
  25. 2. Spark Basics and the RDD Interface/10.2 Book.txt 258.67KB
  26. 2. Spark Basics and the RDD Interface/11. [Activity] Improving the Word Count Script with Regular Expressions.mp4 40.40MB
  27. 2. Spark Basics and the RDD Interface/11. [Activity] Improving the Word Count Script with Regular Expressions.srt 40.41MB
  28. 2. Spark Basics and the RDD Interface/11.1 word-count-better.py 539B
  29. 2. Spark Basics and the RDD Interface/12. [Activity] Sorting the Word Count Results.mp4 57.54MB
  30. 2. Spark Basics and the RDD Interface/12. [Activity] Sorting the Word Count Results.srt 13.37KB
  31. 2. Spark Basics and the RDD Interface/12.1 word-count-better-sorted.py 690B
  32. 2. Spark Basics and the RDD Interface/13. [Exercise] Find the Total Amount Spent by Customer.mp4 31.22MB
  33. 2. Spark Basics and the RDD Interface/13. [Exercise] Find the Total Amount Spent by Customer.srt 7.36KB
  34. 2. Spark Basics and the RDD Interface/13.1 customer-orders.csv.html 115B
  35. 2. Spark Basics and the RDD Interface/14. [Excercise] Check your Results, and Now Sort them by Total Amount Spent..mp4 49.21MB
  36. 2. Spark Basics and the RDD Interface/14. [Excercise] Check your Results, and Now Sort them by Total Amount Spent..srt 9.05KB
  37. 2. Spark Basics and the RDD Interface/14.1 total-spent-by-customer.py 529B
  38. 2. Spark Basics and the RDD Interface/14.2 customer-orders.csv.html 115B
  39. 2. Spark Basics and the RDD Interface/15. Check Your Sorted Implementation and Results Against Mine..mp4 24.70MB
  40. 2. Spark Basics and the RDD Interface/15. Check Your Sorted Implementation and Results Against Mine..srt 4.48KB
  41. 2. Spark Basics and the RDD Interface/15.1 total-spent-by-customer-sorted.py 735B
  42. 2. Spark Basics and the RDD Interface/15.2 customer-orders.csv.html 115B
  43. 2. Spark Basics and the RDD Interface/2. Introduction to Spark.mp4 58.30MB
  44. 2. Spark Basics and the RDD Interface/2. Introduction to Spark.srt 17.25KB
  45. 2. Spark Basics and the RDD Interface/3. The Resilient Distributed Dataset (RDD).mp4 68.76MB
  46. 2. Spark Basics and the RDD Interface/3. The Resilient Distributed Dataset (RDD).srt 19.65KB
  47. 2. Spark Basics and the RDD Interface/4. Ratings Histogram Walkthrough.mp4 83.05MB
  48. 2. Spark Basics and the RDD Interface/4. Ratings Histogram Walkthrough.srt 20.70KB
  49. 2. Spark Basics and the RDD Interface/4.1 ratings-counter.py 452B
  50. 2. Spark Basics and the RDD Interface/5. KeyValue RDD's, and the Average Friends by Age Example.mp4 110.31MB
  51. 2. Spark Basics and the RDD Interface/5. KeyValue RDD's, and the Average Friends by Age Example.srt 28.11KB
  52. 2. Spark Basics and the RDD Interface/6. [Activity] Running the Average Friends by Age Example.mp4 49.16MB
  53. 2. Spark Basics and the RDD Interface/6. [Activity] Running the Average Friends by Age Example.srt 9.24KB
  54. 2. Spark Basics and the RDD Interface/6.1 friends-by-age.py 618B
  55. 2. Spark Basics and the RDD Interface/6.2 fakefriends.csv.html 111B
  56. 2. Spark Basics and the RDD Interface/7. Filtering RDD's, and the Minimum Temperature by Location Example.mp4 54.45MB
  57. 2. Spark Basics and the RDD Interface/7. Filtering RDD's, and the Minimum Temperature by Location Example.srt 13.51KB
  58. 2. Spark Basics and the RDD Interface/7.1 1800.csv.html 104B
  59. 2. Spark Basics and the RDD Interface/7.2 min-temperatures.py 739B
  60. 2. Spark Basics and the RDD Interface/8. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.mp4 56.24MB
  61. 2. Spark Basics and the RDD Interface/8. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.srt 8.50KB
  62. 2. Spark Basics and the RDD Interface/8.1 min-temperatures.py 739B
  63. 2. Spark Basics and the RDD Interface/8.2 1800.csv.html 104B
  64. 2. Spark Basics and the RDD Interface/9. [Activity] Running the Maximum Temperature by Location Example.mp4 37.29MB
  65. 2. Spark Basics and the RDD Interface/9. [Activity] Running the Maximum Temperature by Location Example.srt 6.21KB
  66. 2. Spark Basics and the RDD Interface/9.1 max-temperatures.py 739B
  67. 3. SparkSQL, DataFrames, and DataSets/1. Introducing SparkSQL.mp4 49.81MB
  68. 3. SparkSQL, DataFrames, and DataSets/1. Introducing SparkSQL.srt 22.00KB
  69. 3. SparkSQL, DataFrames, and DataSets/2. [Activity] Executing SQL commands and SQL-style functions on a DataFrame.mp4 67.08MB
  70. 3. SparkSQL, DataFrames, and DataSets/2. [Activity] Executing SQL commands and SQL-style functions on a DataFrame.srt 17.66KB
  71. 3. SparkSQL, DataFrames, and DataSets/2.1 spark-sql.py 981B
  72. 3. SparkSQL, DataFrames, and DataSets/2.2 fakefriends.csv 8.55KB
  73. 3. SparkSQL, DataFrames, and DataSets/3. Using DataFrames instead of RDD's.mp4 60.26MB
  74. 3. SparkSQL, DataFrames, and DataSets/3. Using DataFrames instead of RDD's.srt 17.91KB
  75. 3. SparkSQL, DataFrames, and DataSets/3.1 fakefriends-header.csv 8.57KB
  76. 3. SparkSQL, DataFrames, and DataSets/3.2 spark-sql-dataframe.py 632B
  77. 3. SparkSQL, DataFrames, and DataSets/4. [Exercise] Friends by Age, with DataFrames.mp4 7.80MB
  78. 3. SparkSQL, DataFrames, and DataSets/4. [Exercise] Friends by Age, with DataFrames.srt 3.56KB
  79. 3. SparkSQL, DataFrames, and DataSets/4.1 fakefriends-header.csv 8.57KB
  80. 3. SparkSQL, DataFrames, and DataSets/5. Exercise Solution Friends by Age, with DataFrames.mp4 71.61MB
  81. 3. SparkSQL, DataFrames, and DataSets/5. Exercise Solution Friends by Age, with DataFrames.srt 17.51KB
  82. 3. SparkSQL, DataFrames, and DataSets/5.1 fakefriends-header.csv 8.57KB
  83. 3. SparkSQL, DataFrames, and DataSets/5.2 friends-by-age-dataframe.py 865B
  84. 3. SparkSQL, DataFrames, and DataSets/6. [Activity] Word Count, with DataFrames.mp4 63.24MB
  85. 3. SparkSQL, DataFrames, and DataSets/6. [Activity] Word Count, with DataFrames.srt 23.12KB
  86. 3. SparkSQL, DataFrames, and DataSets/6.1 book.txt 258.67KB
  87. 3. SparkSQL, DataFrames, and DataSets/6.2 word-count-better-sorted-dataframe.py 773B
  88. 3. SparkSQL, DataFrames, and DataSets/7. [Activity] Minimum Temperature, with DataFrames (using a custom schema).mp4 93.63MB
  89. 3. SparkSQL, DataFrames, and DataSets/7. [Activity] Minimum Temperature, with DataFrames (using a custom schema).srt 31.19KB
  90. 3. SparkSQL, DataFrames, and DataSets/7.1 min-temperatures-dataframe.py 1.63KB
  91. 3. SparkSQL, DataFrames, and DataSets/7.2 1800.csv 61.26KB
  92. 3. SparkSQL, DataFrames, and DataSets/8. [Exercise] Implement Total Spent by Customer with DataFrames.mp4 9.32MB
  93. 3. SparkSQL, DataFrames, and DataSets/8. [Exercise] Implement Total Spent by Customer with DataFrames.srt 4.38KB
  94. 3. SparkSQL, DataFrames, and DataSets/8.1 customer-orders.csv 143.41KB
  95. 3. SparkSQL, DataFrames, and DataSets/9. Exercise Solution Total Spent by Customer, with DataFrames.mp4 32.41MB
  96. 3. SparkSQL, DataFrames, and DataSets/9. Exercise Solution Total Spent by Customer, with DataFrames.srt 9.10KB
  97. 3. SparkSQL, DataFrames, and DataSets/9.1 customer-orders.csv 143.41KB
  98. 3. SparkSQL, DataFrames, and DataSets/9.2 total-spent-customer-sorted-dataframe.py 1.04KB
  99. 4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.mp4 30.57MB
  100. 4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.srt 9.32KB
  101. 4. Advanced Examples of Spark Programs/1.1 popular-movies-dataframe.py 933B
  102. 4. Advanced Examples of Spark Programs/10. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 34.35MB
  103. 4. Advanced Examples of Spark Programs/10. Item-Based Collaborative Filtering in Spark, cache(), and persist().srt 13.38KB
  104. 4. Advanced Examples of Spark Programs/11. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 138.20MB
  105. 4. Advanced Examples of Spark Programs/11. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.srt 31.32KB
  106. 4. Advanced Examples of Spark Programs/11.1 movie-similarities-dataframe.py 4.22KB
  107. 4. Advanced Examples of Spark Programs/12. [Exercise] Improve the Quality of Similar Movies.mp4 33.96MB
  108. 4. Advanced Examples of Spark Programs/12. [Exercise] Improve the Quality of Similar Movies.srt 6.47KB
  109. 4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4 90.65MB
  110. 4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.srt 25.01KB
  111. 4. Advanced Examples of Spark Programs/2.1 popular-movies-nice-dataframe.py 1.74KB
  112. 4. Advanced Examples of Spark Programs/3. Find the Most Popular Superhero in a Social Graph.mp4 19.73MB
  113. 4. Advanced Examples of Spark Programs/3. Find the Most Popular Superhero in a Social Graph.srt 7.18KB
  114. 4. Advanced Examples of Spark Programs/3.1 most-popular-superhero-dataframe.py 1.19KB
  115. 4. Advanced Examples of Spark Programs/3.2 Marvel Names.txt 343.60KB
  116. 4. Advanced Examples of Spark Programs/3.3 Marvel Graph.txt 1.60MB
  117. 4. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.mp4 87.61MB
  118. 4. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.srt 17.94KB
  119. 4. Advanced Examples of Spark Programs/4.1 most-popular-superhero-dataframe.py 1.19KB
  120. 4. Advanced Examples of Spark Programs/4.2 Marvel Graph.txt 1.60MB
  121. 4. Advanced Examples of Spark Programs/4.3 Marvel Names.txt 343.60KB
  122. 4. Advanced Examples of Spark Programs/5. [Exercise] Find the Most Obscure Superheroes.mp4 11.27MB
  123. 4. Advanced Examples of Spark Programs/5. [Exercise] Find the Most Obscure Superheroes.srt 5.19KB
  124. 4. Advanced Examples of Spark Programs/6. Exercise Solution Most Obscure Superheroes.mp4 41.46MB
  125. 4. Advanced Examples of Spark Programs/6. Exercise Solution Most Obscure Superheroes.srt 9.86KB
  126. 4. Advanced Examples of Spark Programs/6.1 most-obscure-superheroes.py 1.29KB
  127. 4. Advanced Examples of Spark Programs/7. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 61.81MB
  128. 4. Advanced Examples of Spark Programs/7. Superhero Degrees of Separation Introducing Breadth-First Search.srt 18.74KB
  129. 4. Advanced Examples of Spark Programs/8. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4 47.88MB
  130. 4. Advanced Examples of Spark Programs/8. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.srt 15.77KB
  131. 4. Advanced Examples of Spark Programs/9. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4 93.99MB
  132. 4. Advanced Examples of Spark Programs/9. [Activity] Superhero Degrees of Separation Review the Code and Run it.srt 16.36KB
  133. 4. Advanced Examples of Spark Programs/9.1 degrees-of-separation.py 3.64KB
  134. 5. Running Spark on a Cluster/1. Introducing Elastic MapReduce.mp4 48.01MB
  135. 5. Running Spark on a Cluster/1. Introducing Elastic MapReduce.srt 9.03KB
  136. 5. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4 112.66MB
  137. 5. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.srt 112.68MB
  138. 5. Running Spark on a Cluster/3. Partitioning.mp4 40.88MB
  139. 5. Running Spark on a Cluster/3. Partitioning.srt 7.63KB
  140. 5. Running Spark on a Cluster/4. Create Similar Movies from One Million Ratings - Part 1.mp4 51.10MB
  141. 5. Running Spark on a Cluster/4. Create Similar Movies from One Million Ratings - Part 1.srt 8.90KB
  142. 5. Running Spark on a Cluster/4.1 movie-similarities-1m.py 3.62KB
  143. 5. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4 104.28MB
  144. 5. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.srt 17.80KB
  145. 5. Running Spark on a Cluster/6. Create Similar Movies from One Million Ratings - Part 3.mp4 50.60MB
  146. 5. Running Spark on a Cluster/6. Create Similar Movies from One Million Ratings - Part 3.srt 6.72KB
  147. 5. Running Spark on a Cluster/7. Troubleshooting Spark on a Cluster.mp4 37.49MB
  148. 5. Running Spark on a Cluster/7. Troubleshooting Spark on a Cluster.srt 6.48KB
  149. 5. Running Spark on a Cluster/8. More Troubleshooting, and Managing Dependencies.mp4 54.73MB
  150. 5. Running Spark on a Cluster/8. More Troubleshooting, and Managing Dependencies.srt 11.14KB
  151. 6. Machine Learning with Spark ML/1. Introducing MLLib.mp4 30.93MB
  152. 6. Machine Learning with Spark ML/1. Introducing MLLib.srt 14.34KB
  153. 6. Machine Learning with Spark ML/2. [Activity] Using Spark ML to Produce Movie Recommendations.mp4 100.50MB
  154. 6. Machine Learning with Spark ML/2. [Activity] Using Spark ML to Produce Movie Recommendations.srt 22.92KB
  155. 6. Machine Learning with Spark ML/2.1 movie-recommendations-als-dataframe.py 1.97KB
  156. 6. Machine Learning with Spark ML/3. Analyzing the ALS Recommendations Results.mp4 30.03MB
  157. 6. Machine Learning with Spark ML/3. Analyzing the ALS Recommendations Results.srt 10.25KB
  158. 6. Machine Learning with Spark ML/4. [Activity] Linear Regression with Spark ML.mp4 101.54MB
  159. 6. Machine Learning with Spark ML/4. [Activity] Linear Regression with Spark ML.srt 31.59KB
  160. 6. Machine Learning with Spark ML/4.1 regression.txt 11.72KB
  161. 6. Machine Learning with Spark ML/4.2 spark-linear-regression.py 1.96KB
  162. 6. Machine Learning with Spark ML/5. [Exercise] Using Decision Trees in Spark ML to Predict Real Estate Prices.mp4 34.20MB
  163. 6. Machine Learning with Spark ML/5. [Exercise] Using Decision Trees in Spark ML to Predict Real Estate Prices.srt 15.45KB
  164. 6. Machine Learning with Spark ML/5.1 realestate.csv 21.14KB
  165. 6. Machine Learning with Spark ML/6. Exercise Solution Decision Trees with Spark.mp4 59.00MB
  166. 6. Machine Learning with Spark ML/6. Exercise Solution Decision Trees with Spark.srt 14.22KB
  167. 6. Machine Learning with Spark ML/6.1 realestate.csv 21.14KB
  168. 6. Machine Learning with Spark ML/6.2 real-estate.py 1.83KB
  169. 7. Spark Streaming, Structured Streaming, and GraphX/1. Spark Streaming.mp4 44.97MB
  170. 7. Spark Streaming, Structured Streaming, and GraphX/1. Spark Streaming.srt 14.33KB
  171. 7. Spark Streaming, Structured Streaming, and GraphX/2. [Activity] Structured Streaming in Python.mp4 80.99MB
  172. 7. Spark Streaming, Structured Streaming, and GraphX/2. [Activity] Structured Streaming in Python.srt 15.01KB
  173. 7. Spark Streaming, Structured Streaming, and GraphX/2.1 structured-streaming.py 1.82KB
  174. 7. Spark Streaming, Structured Streaming, and GraphX/2.2 access_log.txt 10.14MB
  175. 7. Spark Streaming, Structured Streaming, and GraphX/3. [Exercise] Use Windows with Structured Streaming to Track Most-Viewed URL's.mp4 31.44MB
  176. 7. Spark Streaming, Structured Streaming, and GraphX/3. [Exercise] Use Windows with Structured Streaming to Track Most-Viewed URL's.srt 10.57KB
  177. 7. Spark Streaming, Structured Streaming, and GraphX/3.1 access_log.txt 10.14MB
  178. 7. Spark Streaming, Structured Streaming, and GraphX/4. Exercise Solution Using Structured Streaming with Windows.mp4 66.63MB
  179. 7. Spark Streaming, Structured Streaming, and GraphX/4. Exercise Solution Using Structured Streaming with Windows.srt 11.72KB
  180. 7. Spark Streaming, Structured Streaming, and GraphX/4.1 top-urls.py 1.80KB
  181. 7. Spark Streaming, Structured Streaming, and GraphX/4.2 access_log.txt 10.14MB
  182. 7. Spark Streaming, Structured Streaming, and GraphX/5. GraphX.mp4 12.05MB
  183. 7. Spark Streaming, Structured Streaming, and GraphX/5. GraphX.srt 4.15KB
  184. 8. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.mp4 82.96MB
  185. 8. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.srt 7.31KB
  186. 8. You Made It! Where to Go from Here/2. Bonus Lecture More courses to explore!.html 6.83KB