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Apache Spark Course | Spark Programming in Scala

Apache Spark-01- Setup your environment

Apache Spark - 02 - Introduction

Google Cloud Tutorial - Hadoop | Spark Multinode Cluster | DataProc

Apache Spark - 03 - Architecture - Part 1

Apache Spark - 04 - Architecture - Part 2

Spark Tutorial - Introduction to Dataframes

Spark Tutorials - Spark Dataframe | Deep dive

Spark Tutorial - SQL over dataframes

Spark Tutorial - What's Next in Spark Batch Processing?

Spark Tutorial - Data Sources | How to load data in Spark

Spark Tutorial - JDBC Source and Sink

Spark Tutorial - Cassandra Connector

Spark Tutorial - Spark SQL | Database and Tables

Spark Tutorial - Zeppelin | JDBC | Other Clients

Spark Tutorials - Spark Data Types | Metadata | Functions

Spark Tutorial - Create | Package | Submit Spark Applications

Spark Tutorials - Spark Language Selection | Scala vs Python

Spark Tutorial - Scala and Python UDF in Apache Spark

Delta Lake for Apache Spark - Why do we need Delta Lake for Spark?

Delta Lake for apache Spark | How does it work | How to use delta lake | Delta Lake for Spark ACID

Description:

Dive into a comprehensive 5-hour tutorial series on Apache Spark, exploring its advantages over Hadoop MapReduce and its powerful distributed computing capabilities. Learn to set up your environment, understand Spark's architecture, and master key concepts such as DataFrames, SQL operations, and data sources. Explore various Spark components, including Spark SQL, JDBC connectors, and Cassandra integration. Gain hands-on experience with creating, packaging, and submitting Spark applications, and compare Scala and Python implementations. Discover the benefits of Delta Lake for Apache Spark, understanding its ACID properties and practical applications. By the end of this tutorial series, acquire the skills to efficiently process massive volumes of data using Apache Spark's cutting-edge framework.

Apache Spark Tutorials

Learning Journal

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#Data Science #Big Data #Apache Spark #Programming #Cloud Computing #Google Cloud Platform (GCP) #Hadoop #Programming Languages #Java #JDBC #Software Development #Application Development #Data Analysis #DataFrames #Spark SQL

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