Spark | Artificial Intelligence & Data Science شرح بالعربي
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- مدة الكورس24س 55د
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- 1 | Day_1_Part_1_Introduction to Spark for Big Data 02:10:41
- 2 | Day_1_Part_2_How to install spark for Windows and Ubuntu (Part 1 Windows Installation) 00:20:19
- 3 | Day_1_Part_2_How to install spark for Windows and Ubuntu (Part 2 Ubuntu Installation) New 00:19:01
- 4 | Day_2_Part_1_Resilient Distributed Dataset (RDD) 01:00:37
- 5 | Day_2_Part_2_Resilient Distributed Dataset (RDD) 02:13:39
- 6 | Day_3_Spark DataFrame (DF), DF Operations 02:08:10
- 7 | Day_4_Spark DataFrame Operations (cont.), SQL Operations, Data Sources 02:19:19
- 8 | Day 5 Spark for Machine Learning Part 1 00:52:50
- 9 | Day 5 Spark for ML Part 2 01:06:42
- 10 | Day 5 Spark for ML Part 3 Handle Invalid 00:10:33
- 11 | Day 6 Spark Structured Streaming Part 1 01:08:26
- 12 | Day 6 Spark Structured Streaming Part 2 00:40:38
- 13 | Day 6 Spark Structured Streaming Part 3 00:56:44
- 14 | Day 7 Graph Processing Part 1 (GraphFrames Installation) 00:09:09
- 15 | Day 7 Graph Processing (GraphFrames) Part 2 00:39:11
- 16 | Day 7 Graph Processing GraphFrames Part 3 00:45:08
- 17 | Day 7 Graph Processing GraphFrames Part 4 00:52:57
- 18 | Day 7 Graph Processing GraphFrames Part 5 00:42:30
- 19 | Day 8 Part 1 User Defined Function (UDF) 00:07:08
- 20 | Day 8 Part 2 Spark Deployment on Cloud AWS (Last Video) 01:15:35
- 21 | More and New From PySpark: SQL Spark & Databases Part 1 00:37:17
- 22 | More and New From PySpark: SQL Spark & Databases Part 2 (Managed Tables) 00:25:25
- 23 | More and New From PySpark: SQL Spark & Databases Part 3 (UnManaged Tables) 00:19:38
- 24 | More and New From PySpark: SQL Spark & Databases Part 4 (Different input and output data sources) 00:37:05
- 25 | More and New From PySpark: SQL Spark & Databases Part 5 (Connecting to PostgreeSQL DB) 00:17:48
- 26 | More and New From PySpark: Structured Streaming Window Operation Part 1 00:50:08
- 27 | More and New From PySpark: Structured Streaming Window Operation Part 2 (Overlapping Windows) 00:35:57
- 28 | More and New From PySpark: Spark Deployment on New AWS EMR and Workspace (Notebook) Part_1 00:34:01
- 29 | More and New From PySpark: Spark Deployment on New AWS EMR and Workspace (Notebook) Part_2 00:31:24
- 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