- Course Introduction
- Introduction to Big Data Trunk
- Big Data Before Spark
- Big Data After Spark
Beginner
Online
₹ 449 3,499
Quick facts
particular | details | |
---|---|---|
Medium of instructions
English
|
Mode of learning
Self study
|
Mode of Delivery
Video and Text Based
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Course and certificate fees
Fees information
certificate availability
certificate providing authority
The syllabus
Introduction
Environment Setup for Spark
- Downloading Java JDK-8 for Scala
- Downloading and Installing Eclipse for Scala
- Installing Spark2.x
- Executing first Spark program in Spark Shell
Scala Basics - Head Start for Spark
- Scala Introduction
- Scala Basics
- Lab - Operators in Scala
- Lab - If-Else and Loops in Scala
- Lab - Declaring and Calling functions in Scala
- Lab - Few Data Structures in Scala
Let's Begin with Spark
- Introduction to Spark
- Something More about Spark
- Difference Between Spark 1.x and Spark 2.x
- Spark's Resilient Distributive Dataset
- Spark Core
- Spark Context
- Spark Session
- Spark Driver
- Spark application Architecture
- Brain Twister - 01
- Spark RDD Operations
- Features and Limitations of RDD
- RDD Lineage & Lazy Evaluation
- DAG (Direct Acyclic Graph)
- Brain Twister - 02
Lets Work with Spark - HandsOn
- Lab - RDD - Part 01
- Spark Operations
- Lab - RDD - Part 02
- Lab - Spark word Count Application
- Spark SQL
- Lab - Spark SQL
- Brain Twister - 03
Spark on Databricks
- Databricks Introduction
- Provisioning Databricks workspace with Azure
- Databricks Community Edition
- Notebooks in Databricks
- Running a Spark application on Databricks
- Uploading Data and creating Table on Databricks
Deep Dive into Spark
- RDD Vs DataSet Vs DataFrame
- DataSets : TypeSafe
- Repartition Vs Coalesce
Thank you!!
- Looking your Way forward !!
- Bonus Lecture
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