Learn Apache Spark Didactic Full Course in Online with Scratch Examples

About Apache Spark Full Course:

Apache Spark Full Course video will help you understand and learn Apache Spark in detail. This Spark tutorial is ideal for both beginners as well as professionals who want to master Apache Spark concepts. Below are the topics covered in this Spark tutorial for beginners

Learn Apache Spark Didactic Full Course in Online with Scratch Examples


Course Timings:

  • 2:44 Introduction to Apache Spark
  • 3:49 What is Spark?
  • 5:34 Spark Eco-System
  • 7:44 Why RDD?
  • 16:44 RDD Operations
  • 18:59 Yahoo Use-Case
  • 21:09 Apache Spark Architecture
  • 24:24 RDD
  • 26:59 Spark Architecture
  • 31:09 Demo
  • 39:54 Spark RDD
  • 41:09 Spark Applications
  • 41:59 Need For RDDs
  • 43:34 What are RDDs?
  • 44:24 Sources of RDDs
  • 45:04 Features of RDDs
  • 46:39 Creation of RDDs
  • 50:19 Operations Performed On RDDs
  • 50:49 Narrow Transformations
  • 51:04 Wide Transformations
  • 51:29 Actions
  • 51:44 RDDs Using Spark Pokemon Use-Case
  • 1:05:19 Spark DataFrame
  • 1:06:54 What is a DataFrame?
  • 1:08:24 Why Do We Need Dataframes?
  • 1:09:54 Features of DataFrames
  • 1:11:09 Sources Of DataFrames
  • 1:11:34 Creation Of DataFrame
  • 1:24:44 Spark SQL
  • 1:25:14 Why Spark SQL?
  • 1:27:09 Spark SQL Advantages Over Hive 
  • 1:31:54 Spark SQL Success Story 
  • 1:33:24 Spark SQL Features 
  • 1:37:15 Spark SQL Architecture
  • 1:39:40 Spark SQL Libraries
  • 1:42:15 Querying Using Spark SQL
  • 1:45:50 Adding Schema To RDDs
  • 1:55:05 Hive Tables
  • 1:57:50 Use Case: Stock Market Analysis with Spark SQL
  • 2:16:50 Spark Streaming 
  • 2:18:10 What is Streaming?
  • 2:25:46 Spark Streaming Overview
  • 2:27:56 Spark Streaming workflow
  • 2:31:21 Streaming Fundamentals
  • 2:33:36 DStream
  • 2:38:56 Input DStreams
  • 2:40:11 Transformations on DStreams
  • 2:43:06 DStreams Window
  • 2:47:11 Caching/Persistence
  • 2:48:11 Accumulators
  • 2:49:06 Broadcast Variables
  • 2:49:56 Checkpoints
  • 2:51:11 Use-Case Twitter Sentiment Analysis
  • 3:00:26 Spark MLlib
  • 3:00:31 MLlib Techniques
  • 3:01:46 Demo
  • 3:11:51 Use Case: Earthquake Detection Using Spark 
  • 3:24:01 Visualizing Result
  • 3:25:11 Spark GraphX
  • 3:26:01 Basics of Graph
  • 3:27:56 Types of Graph
  • 3:38:56 GraphX
  • 3:40:42 Property Graph
  • 3:48:37 Creating & Transforming Property Graph
  • 3:56:17 Graph Builder
  • 4:02:22 Vertex RDD
  • 4:07:07 Edge RDD
  • 4:11:37 Graph Operators
  • 4:24:37 GraphX Demo
  • 4:34:24 Graph Algorithms
  • 4:34:40 PageRank
  • 4:38:29 Connected Components
  • 4:40:39 Triangle Counting 
  • 4:44:09 Spark GraphX Demo
  • 4;57:54 MapReduce vs Spark
  • 5:13:03 Kafka with Spark Streaming
  • 5:23:38 Messaging System
  • 5:21:15 Kafka Components
  • 2:23:45 Kafka Cluster
  • 5:24:15 Demo
  • 5:48:56 Kafka  Spark Streaming Demo
  • 6:17:16 PySpark Tutorial
  • 6:21:26 PySpark Installation
  • 6:47:06 Spark Interview Questions

Copyrights: Edureka

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