[CourseRecap.Com] - Spark and Python for Big Data with PySpark

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Files
  1. 4. AWS EC2 PySpark Set-up/2. Creating the EC2 Instance.mp4 62.98MB
  2. READ_ME.txt 503B
  3. 1. Introduction to Course/1. Introduction.mp4 11.61MB
  4. 1. Introduction to Course/1. Introduction.vtt 4.00KB
  5. 1. Introduction to Course/2. Course Overview.mp4 14.44MB
  6. 1. Introduction to Course/2. Course Overview.vtt 12.85KB
  7. 1. Introduction to Course/2.1 Python-and-Spark-for-Big-Data-master.zip.zip 1.67MB
  8. 1. Introduction to Course/2.2 Course Overview Slides.html 161B
  9. 1. Introduction to Course/3. Frequently Asked Questions.html 447B
  10. 1. Introduction to Course/3.1 Python-and-Spark-for-Big-Data-master.zip.zip 1.67MB
  11. 1. Introduction to Course/4. What is Spark Why Python.mp4 48.15MB
  12. 1. Introduction to Course/4. What is Spark Why Python.vtt 26.91KB
  13. 1. Introduction to Course/4.1 Spark and Python Slides.html 161B
  14. 1. Introduction to Course/CourseRecap-Click For More Courses!!.url 50B
  15. 1. Introduction to Course/READ_ME.txt 503B
  16. 2. Setting up Python with Spark/1. Set-up Overview.mp4 10.83MB
  17. 2. Setting up Python with Spark/1. Set-up Overview.vtt 9.00KB
  18. 2. Setting up Python with Spark/1.1 Slides for Installation Options Overview.html 161B
  19. 2. Setting up Python with Spark/1.2 Slides for Installation.html 161B
  20. 2. Setting up Python with Spark/2. Note on Installation Sections.html 347B
  21. 3. Local VirtualBox Set-up/1. Local Installation VirtualBox Part 1.mp4 37.69MB
  22. 3. Local VirtualBox Set-up/1. Local Installation VirtualBox Part 1.vtt 15.87KB
  23. 3. Local VirtualBox Set-up/2. Local Installation VirtualBox Part 2.mp4 46.49MB
  24. 3. Local VirtualBox Set-up/2. Local Installation VirtualBox Part 2.vtt 16.39KB
  25. 3. Local VirtualBox Set-up/3. Setting up PySpark.mp4 15.55MB
  26. 3. Local VirtualBox Set-up/3. Setting up PySpark.vtt 7.25KB
  27. 4. AWS EC2 PySpark Set-up/1. AWS EC2 Set-up Guide.mp4 5.29MB
  28. 4. AWS EC2 PySpark Set-up/1. AWS EC2 Set-up Guide.vtt 3.92KB
  29. CourseRecap-Click For More Courses!!.url 50B
  30. 4. AWS EC2 PySpark Set-up/2. Creating the EC2 Instance.vtt 21.21KB
  31. 4. AWS EC2 PySpark Set-up/3. SSH with Mac or Linux.mp4 9.25MB
  32. 4. AWS EC2 PySpark Set-up/3. SSH with Mac or Linux.vtt 6.52KB
  33. 4. AWS EC2 PySpark Set-up/4. Installations on EC2.mp4 50.41MB
  34. 4. AWS EC2 PySpark Set-up/4. Installations on EC2.vtt 17.68KB
  35. 5. Databricks Setup/1. Databricks Setup.mp4 27.62MB
  36. 5. Databricks Setup/1. Databricks Setup.vtt 16.54KB
  37. 6. AWS EMR Cluster Setup/1. AWS EMR Setup.mp4 45.34MB
  38. 6. AWS EMR Cluster Setup/1. AWS EMR Setup.vtt 23.13KB
  39. 7. Python Crash Course/1. Introduction to Python Crash Course.mp4 3.09MB
  40. 7. Python Crash Course/1. Introduction to Python Crash Course.vtt 2.11KB
  41. 7. Python Crash Course/1.1 Slides for Python Crash Course.html 161B
  42. 7. Python Crash Course/2. Jupyter Notebook Overview.mp4 13.21MB
  43. 7. Python Crash Course/2. Jupyter Notebook Overview.vtt 9.94KB
  44. 7. Python Crash Course/3. Python Crash Course Part One.mp4 29.53MB
  45. 7. Python Crash Course/3. Python Crash Course Part One.vtt 20.66KB
  46. 7. Python Crash Course/4. Python Crash Course Part Two.mp4 22.25MB
  47. 7. Python Crash Course/4. Python Crash Course Part Two.vtt 15.07KB
  48. 7. Python Crash Course/5. Python Crash Course Part Three.mp4 23.17MB
  49. 7. Python Crash Course/5. Python Crash Course Part Three.vtt 14.01KB
  50. 7. Python Crash Course/6. Python Crash Course Exercises.mp4 5.01MB
  51. 7. Python Crash Course/6. Python Crash Course Exercises.vtt 2.15KB
  52. 7. Python Crash Course/7. Python Crash Course Exercise Solutions.mp4 25.10MB
  53. 7. Python Crash Course/7. Python Crash Course Exercise Solutions.vtt 11.18KB
  54. 8. Spark DataFrame Basics/1. Introduction to Spark DataFrames.mp4 4.70MB
  55. 8. Spark DataFrame Basics/1. Introduction to Spark DataFrames.vtt 3.20KB
  56. 8. Spark DataFrame Basics/1.1 Slides for Spark DataFrame Basics.html 161B
  57. 8. Spark DataFrame Basics/2. Spark DataFrame Basics.mp4 21.08MB
  58. 8. Spark DataFrame Basics/2. Spark DataFrame Basics.vtt 14.34KB
  59. 8. Spark DataFrame Basics/3. Spark DataFrame Basics Part Two.mp4 19.72MB
  60. 8. Spark DataFrame Basics/3. Spark DataFrame Basics Part Two.vtt 12.64KB
  61. 8. Spark DataFrame Basics/4. Spark DataFrame Basic Operations.mp4 27.58MB
  62. 8. Spark DataFrame Basics/4. Spark DataFrame Basic Operations.vtt 14.01KB
  63. 8. Spark DataFrame Basics/5. Groupby and Aggregate Operations.mp4 28.82MB
  64. 8. Spark DataFrame Basics/5. Groupby and Aggregate Operations.vtt 16.52KB
  65. 8. Spark DataFrame Basics/6. Missing Data.mp4 17.23MB
  66. 8. Spark DataFrame Basics/6. Missing Data.vtt 11.71KB
  67. 8. Spark DataFrame Basics/7. Dates and Timestamps.mp4 24.13MB
  68. 8. Spark DataFrame Basics/7. Dates and Timestamps.vtt 12.71KB
  69. 9. Spark DataFrame Project Exercise/1. DataFrame Project Exercise.mp4 11.90MB
  70. 9. Spark DataFrame Project Exercise/1. DataFrame Project Exercise.vtt 4.79KB
  71. 9. Spark DataFrame Project Exercise/2. DataFrame Project Exercise Solutions.mp4 45.06MB
  72. 9. Spark DataFrame Project Exercise/2. DataFrame Project Exercise Solutions.vtt 19.62KB
  73. 10. Introduction to Machine Learning with MLlib/1. Introduction to Machine Learning and ISLR.mp4 18.92MB
  74. 10. Introduction to Machine Learning with MLlib/1. Introduction to Machine Learning and ISLR.vtt 15.45KB
  75. 10. Introduction to Machine Learning with MLlib/1.1 Slides for ML Intro.html 161B
  76. 10. Introduction to Machine Learning with MLlib/2. Machine Learning with Spark and Python with MLlib.mp4 51.33MB
  77. 10. Introduction to Machine Learning with MLlib/2. Machine Learning with Spark and Python with MLlib.vtt 13.91KB
  78. 11. Linear Regression/1. Linear Regression Theory and Reading.mp4 9.89MB
  79. 11. Linear Regression/1. Linear Regression Theory and Reading.vtt 7.16KB
  80. 11. Linear Regression/1.1 Slides for Linear Regression.html 161B
  81. 11. Linear Regression/2. Linear Regression Documentation Example.mp4 40.64MB
  82. 11. Linear Regression/2. Linear Regression Documentation Example.vtt 19.09KB
  83. 11. Linear Regression/3. Regression Evaluation.mp4 11.97MB
  84. 11. Linear Regression/3. Regression Evaluation.vtt 9.53KB
  85. 11. Linear Regression/4. Linear Regression Example Code Along.mp4 39.18MB
  86. 11. Linear Regression/4. Linear Regression Example Code Along.vtt 20.30KB
  87. 11. Linear Regression/4.1 Ecommerce_Customers.csv.csv 84.83KB
  88. 11. Linear Regression/5. Linear Regression Consulting Project.mp4 6.75MB
  89. 11. Linear Regression/5. Linear Regression Consulting Project.vtt 4.32KB
  90. 11. Linear Regression/6. Linear Regression Consulting Project Solutions.mp4 38.76MB
  91. 11. Linear Regression/6. Linear Regression Consulting Project Solutions.vtt 19.87KB
  92. 12. Logistic Regression/1. Logistic Regression Theory and Reading.mp4 20.65MB
  93. 12. Logistic Regression/1. Logistic Regression Theory and Reading.vtt 15.64KB
  94. 12. Logistic Regression/1.1 Slides for Logistic Regression.html 161B
  95. 12. Logistic Regression/2. Logistic Regression Example Code Along.mp4 53.37MB
  96. 12. Logistic Regression/2. Logistic Regression Example Code Along.vtt 20.60KB
  97. 12. Logistic Regression/3. Logistic Regression Code Along.mp4 41.48MB
  98. 12. Logistic Regression/3. Logistic Regression Code Along.vtt 23.97KB
  99. 12. Logistic Regression/3.1 Great Example from Databricks.html 150B
  100. 12. Logistic Regression/3.2 Explanation of AUC.html 148B
  101. 12. Logistic Regression/4. Logistic Regression Consulting Project.mp4 6.34MB
  102. 12. Logistic Regression/4. Logistic Regression Consulting Project.vtt 4.70KB
  103. 12. Logistic Regression/5. Logistic Regression Consulting Project Solutions.mp4 33.97MB
  104. 12. Logistic Regression/5. Logistic Regression Consulting Project Solutions.vtt 13.37KB
  105. 13. Decision Trees and Random Forests/1. Tree Methods Theory and Reading.mp4 14.66MB
  106. 13. Decision Trees and Random Forests/1. Tree Methods Theory and Reading.vtt 10.38KB
  107. 13. Decision Trees and Random Forests/1.1 Slides for Tree Methods.html 161B
  108. 13. Decision Trees and Random Forests/2. Tree Methods Documentation Examples.mp4 34.16MB
  109. 13. Decision Trees and Random Forests/2. Tree Methods Documentation Examples.vtt 18.11KB
  110. 13. Decision Trees and Random Forests/3. Decision Tress and Random Forest Code Along Examples.mp4 49.11MB
  111. 13. Decision Trees and Random Forests/3. Decision Tress and Random Forest Code Along Examples.vtt 26.76KB
  112. 13. Decision Trees and Random Forests/4. Random Forest - Classification Consulting Project.mp4 5.41MB
  113. 13. Decision Trees and Random Forests/4. Random Forest - Classification Consulting Project.vtt 3.38KB
  114. 13. Decision Trees and Random Forests/5. Random Forest Classification Consulting Project Solutions.mp4 15.92MB
  115. 13. Decision Trees and Random Forests/5. Random Forest Classification Consulting Project Solutions.vtt 10.31KB
  116. 14. K-means Clustering/1. K-means Clustering Theory and Reading.mp4 12.90MB
  117. 14. K-means Clustering/1. K-means Clustering Theory and Reading.vtt 9.39KB
  118. 14. K-means Clustering/1.1 Slides for Clustering.html 161B
  119. 14. K-means Clustering/2. KMeans Clustering Documentation Example.mp4 20.85MB
  120. 14. K-means Clustering/2. KMeans Clustering Documentation Example.vtt 12.88KB
  121. 14. K-means Clustering/3. Clustering Example Code Along.mp4 27.88MB
  122. 14. K-means Clustering/3. Clustering Example Code Along.vtt 16.29KB
  123. 14. K-means Clustering/4. Clustering Consulting Project.mp4 6.59MB
  124. 14. K-means Clustering/4. Clustering Consulting Project.vtt 4.18KB
  125. 14. K-means Clustering/5. Clustering Consulting Project Solutions.mp4 23.04MB
  126. 14. K-means Clustering/5. Clustering Consulting Project Solutions.vtt 10.06KB
  127. 15. Collaborative Filtering for Recommender Systems/1. Introduction to Recommender Systems.mp4 12.68MB
  128. 15. Collaborative Filtering for Recommender Systems/1. Introduction to Recommender Systems.vtt 8.89KB
  129. 15. Collaborative Filtering for Recommender Systems/1.1 Recommender Slides.html 161B
  130. 15. Collaborative Filtering for Recommender Systems/2. Recommender System - Code Along Project.mp4 24.60MB
  131. 15. Collaborative Filtering for Recommender Systems/2. Recommender System - Code Along Project.vtt 15.70KB
  132. 16. Natural Language Processing/1. Introduction to Natural Language Processing.mp4 14.33MB
  133. 16. Natural Language Processing/1. Introduction to Natural Language Processing.vtt 11.65KB
  134. 16. Natural Language Processing/1.1 NLP Slides.html 161B
  135. 16. Natural Language Processing/2. NLP Tools Part One.mp4 36.19MB
  136. 16. Natural Language Processing/2. NLP Tools Part One.vtt 19.99KB
  137. 16. Natural Language Processing/3. NLP Tools Part Two.mp4 18.87MB
  138. 16. Natural Language Processing/3. NLP Tools Part Two.vtt 9.45KB
  139. 16. Natural Language Processing/4. Natural Language Processing Code Along Project.mp4 35.21MB
  140. 16. Natural Language Processing/4. Natural Language Processing Code Along Project.vtt 17.15KB
  141. 17. Spark Streaming with Python/1. Introduction to Streaming with Spark!.mp4 32.63MB
  142. 17. Spark Streaming with Python/1. Introduction to Streaming with Spark!.vtt 15.41KB
  143. 17. Spark Streaming with Python/1.1 Spark Streaming Slides.html 161B
  144. 17. Spark Streaming with Python/2. Spark Streaming Documentation Example.mp4 28.58MB
  145. 17. Spark Streaming with Python/2. Spark Streaming Documentation Example.vtt 15.27KB
  146. 17. Spark Streaming with Python/3. Spark Streaming Twitter Project - Part.mp4 11.79MB
  147. 17. Spark Streaming with Python/3. Spark Streaming Twitter Project - Part.vtt 6.38KB
  148. 17. Spark Streaming with Python/4. Spark Streaming Twitter Project - Part Two.mp4 29.31MB
  149. 17. Spark Streaming with Python/4. Spark Streaming Twitter Project - Part Two.vtt 15.86KB
  150. 17. Spark Streaming with Python/5. Spark Streaming Twitter Project - Part Three.mp4 55.00MB
  151. 17. Spark Streaming with Python/5. Spark Streaming Twitter Project - Part Three.vtt 25.52KB
  152. 18. Bonus/1. Bonus Lecture Coupons.html 5.79KB