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PacktPub | Apache Spark 3 for Data Engineering and Analytics with Python [Video] [FCO]

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PacktPub | Apache Spark 3 for Data Engineering and Analytics with Python [Video] [FCO]
PacktPub | Apache Spark 3 for Data Engineering and Analytics with Python [Video] [FCO]
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  5. [0] Introduction.mp4 47.1 MB
  6. [10] MacOS - PySpark Installation.mp4 32.0 MB
  7. [11] MacOS - Testing the Spark Installation.mp4 25.1 MB
  8. [12] Install Jupyter Notebooks.mp4 31.5 MB
  9. [13] The Spark Web UI.mp4 53.1 MB
  10. [14] Section Summary.mp4 14.2 MB
  11. [1] The Spark Architecture.mp4 31.7 MB
  12. [2] The Spark Unified Stack.mp4 32.6 MB
  13. [3] Java Installation.mp4 23.6 MB
  14. [4] Hadoop Installation.mp4 22.6 MB
  15. [5] Python Installation.mp4 14.8 MB
  16. [6] PySpark Installation.mp4 42.5 MB
  17. [7] Install Microsoft Build Tools.mp4 11.3 MB
  18. [8] MacOS - Java Installation.mp4 20.8 MB
  19. [9] MacOS - Python Installation.mp4 23.1 MB
  20. [15] Section Introduction.mp4 12.0 MB
  21. [16] Spark Application and Session.mp4 23.0 MB
  22. [17] Spark Transformations and Actions Part 1.mp4 37.0 MB
  23. [18] Spark Transformations and Actions Part 2.mp4 20.8 MB
  24. [19] DAG Visualisation.mp4 28.6 MB
  25. [20] Introduction to RDDs.mp4 37.9 MB
  26. [21] Data Preparation.mp4 17.4 MB
  27. [22] Distinct and Filter Transformations.mp4 19.8 MB
  28. [23] Map and Flat Map Transformations.mp4 22.1 MB
  29. [24] SortByKey Transformations.mp4 22.3 MB
  30. [25] RDD Actions.mp4 28.5 MB
  31. [26] Challenge - Convert Fahrenheit to Centigrade.mp4 28.7 MB
  32. [27] Challenge - XYZ Research.mp4 17.8 MB
  33. [28] Challenge - XYZ Research Part 1.mp4 24.6 MB
  34. [29] Challenge XYZ Research Part 2.mp4 14.9 MB
  35. [30] Structured APIs Introduction.mp4 46.6 MB
  36. [31] Preparing the Project Folder.mp4 25.0 MB
  37. [32] PySpark DataFrame, Schema, and DataTypes.mp4 26.9 MB
  38. [33] DataFrame Reader and Writer.mp4 36.8 MB
  39. [34] Challenge Part 1 – Brief.mp4 38.3 MB
  40. [35] Challenge Part 1 - Data Preparation.mp4 26.3 MB
  41. [36] Working with Structured Operations.mp4 45.0 MB
  42. [37] Managing Performance Errors.mp4 25.7 MB
  43. [38] Reading a JSON File.mp4 39.0 MB
  44. [39] Columns and Expressions.mp4 36.2 MB
  45. [40] Filter and Where Conditions.mp4 32.8 MB
  46. [41] Distinct Drop Duplicates Order By.mp4 21.2 MB
  47. [42] Rows and Union.mp4 27.2 MB
  48. [43] Adding, Renaming, and Dropping Columns.mp4 28.0 MB
  49. [44] Working with Missing or Bad Data.mp4 30.0 MB
  50. [45] Working with User-Defined Functions.mp4 22.5 MB
  51. [46] Challenge Part 2 – Brief.mp4 57.9 MB
  52. [47] Challenge Part 2 - Remove Null Row and Bad Records.mp4 37.6 MB
  53. [48] Challenge Part 2 - Get the City and State.mp4 38.8 MB
  54. [49] Challenge Part 2 - Rearrange the Schema.mp4 47.2 MB
  55. [50] Challenge Part 2 - Write Partitioned DataFrame to Parquet.mp4 35.9 MB
  56. [51] Aggregations.mp4 8.2 MB
  57. [52] Aggregations - Setting Up Flight Summary Data.mp4 21.5 MB
  58. [53] Aggregations - Count and Count Distinct.mp4 23.7 MB
  59. [54] Aggregations - Min Max Sum SumDistinct AVG.mp4 21.6 MB
  60. [55] Aggregations with Grouping.mp4 26.1 MB
  61. [56] Challenge Part 3 – Brief.mp4 30.8 MB
  62. [57] Challenge Part 3 - Prepare 2019 Data.mp4 21.9 MB
  63. [58] Challenge Part 3 - Q1 Get the Best Sales Month.mp4 34.4 MB
  64. [59] Challenge Part 3 - Q2 Get the City that Sold the Most Products.mp4 19.1 MB
  65. [60] Challenge Part 3 - Q3 When to Advertise.mp4 39.2 MB
  66. [61] Challenge Part 3 - Q4 Products Bought Together.mp4 43.2 MB
  67. [62] Introduction to DataBricks.mp4 22.3 MB
  68. [63] Spark SQL Introduction.mp4 22.8 MB
  69. [64] Register Account on Databricks.mp4 11.4 MB
  70. [65] Create a Databricks Cluster.mp4 11.5 MB
  71. [66] Creating our First 2 Databricks Notebooks.mp4 12.8 MB
  72. [67] Reading CSV Files into DataFrame.mp4 34.0 MB
  73. [68] Creating a Database and Table.mp4 36.4 MB
  74. [69] Inserting Records into a Table.mp4 33.5 MB
  75. [70] Exposing Bad Records.mp4 18.8 MB
  76. [71] Figuring out How to Remove Bad Records.mp4 15.4 MB
  77. [72] Extract the City and State.mp4 30.4 MB
  78. [73] Inserting Records to Final Sales Table.mp4 53.0 MB
  79. [74] What was the Best Month in Sales_.mp4 26.2 MB
  80. [75] Get the City that Sold the Most Products.mp4 7.6 MB
  81. [76] Get the Right Time to Advertise.mp4 12.3 MB
  82. [77] Get the Most Products Sold Together.mp4 24.9 MB
  83. [78] Create a Dashboard.mp4 12.2 MB
  84. [79] Summary.mp4 30.5 MB

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