Spark | Artificial Intelligence & Data Science شرح بالعربي

Artificial Intelligence & Data Science شرح بالعربي

Course Details

  • Course Lessons30
  • Course Period24h 55m
  • No.Students3
  • Languageعربي
  • No Prerequisite
  • (1)
  • Start Now for free

Course Lessons

  1. 1 | Day_1_Part_1_Introduction to Spark for Big Data 02:10:41
  2. 2 | Day_1_Part_2_How to install spark for Windows and Ubuntu (Part 1 Windows Installation) 00:20:19
  3. 3 | Day_1_Part_2_How to install spark for Windows and Ubuntu (Part 2 Ubuntu Installation) New 00:19:01
  4. 4 | Day_2_Part_1_Resilient Distributed Dataset (RDD) 01:00:37
  5. 5 | Day_2_Part_2_Resilient Distributed Dataset (RDD) 02:13:39
  6. 6 | Day_3_Spark DataFrame (DF), DF Operations 02:08:10
  7. 7 | Day_4_Spark DataFrame Operations (cont.), SQL Operations, Data Sources 02:19:19
  8. 8 | Day 5 Spark for Machine Learning Part 1 00:52:50
  9. 9 | Day 5 Spark for ML Part 2 01:06:42
  10. 10 | Day 5 Spark for ML Part 3 Handle Invalid 00:10:33
  11. 11 | Day 6 Spark Structured Streaming Part 1 01:08:26
  12. 12 | Day 6 Spark Structured Streaming Part 2 00:40:38
  13. 13 | Day 6 Spark Structured Streaming Part 3 00:56:44
  14. 14 | Day 7 Graph Processing Part 1 (GraphFrames Installation) 00:09:09
  15. 15 | Day 7 Graph Processing (GraphFrames) Part 2 00:39:11
  16. 16 | Day 7 Graph Processing GraphFrames Part 3 00:45:08
  17. 17 | Day 7 Graph Processing GraphFrames Part 4 00:52:57
  18. 18 | Day 7 Graph Processing GraphFrames Part 5 00:42:30
  19. 19 | Day 8 Part 1 User Defined Function (UDF) 00:07:08
  20. 20 | Day 8 Part 2 Spark Deployment on Cloud AWS (Last Video) 01:15:35
  21. 21 | More and New From PySpark: SQL Spark & Databases Part 1 00:37:17
  22. 22 | More and New From PySpark: SQL Spark & Databases Part 2 (Managed Tables) 00:25:25
  23. 23 | More and New From PySpark: SQL Spark & Databases Part 3 (UnManaged Tables) 00:19:38
  24. 24 | More and New From PySpark: SQL Spark & Databases Part 4 (Different input and output data sources) 00:37:05
  25. 25 | More and New From PySpark: SQL Spark & Databases Part 5 (Connecting to PostgreeSQL DB) 00:17:48
  26. 26 | More and New From PySpark: Structured Streaming Window Operation Part 1 00:50:08
  27. 27 | More and New From PySpark: Structured Streaming Window Operation Part 2 (Overlapping Windows) 00:35:57
  28. 28 | More and New From PySpark: Spark Deployment on New AWS EMR and Workspace (Notebook) Part_1 00:34:01
  29. 29 | More and New From PySpark: Spark Deployment on New AWS EMR and Workspace (Notebook) Part_2 00:31:24
  30. 30 | Introduction to Big Data and Spark Lecture Slides 00:07:22
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    Youtube

    18-10-2024
    Master PySpark for Big Data in 8 Days

    ------ Introduction.
    - RDD.
    - Spark Dataframes.
    - SQL.
    - Machine Learning.
    - Structured Streaming.
    - GraphFrames.
    - Spark Deployment on AWS.
    You can find the data used in the course at: https://1drv.ms/f/s!ApBPOe_IY1BhkV9RXGM8_4-ESGk2?eqkaODE