Apache Spark

Learn Apache Spark from the best Apache Spark tutorials, including the most popular Apache Spark online courses, videos, books, podcasts, and blogs.

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Certificate

PySpark Tutorial for Beginners | Intellipaat

In this PySpark tutorial for beginners video you will learn what is apache spark with python, components of spark, spark architecture, methods of spark deployment, first pyspark job, rdd concepts, features, operations and transformations of rdd in pyspark in detail.
Beginner
Free
video

Spark Screencasts (Youtube)

In this screencast, we (1) take a quick tour of the documentation available for Spark users online, (2) download and build Spark on a local machine (running OS X, but should be a similar process for Linux or Unix), and (3) Introduce the API using the Spark interactive shell to explore a file.
Beginner
Free
video

Apache Spark: Tips, Tricks, & Techniques

In this course you'll learn to implement some practical and proven techniques to improve particular aspects of programming and administration in Apache Spark. You will explore 7 sections that will address different aspects of Spark via 5 specific techniques with clear instructions on how to carry out different Apache Spark tasks with hands-on experience.
Beginner
Paid
book

Spark in Motion

Spark in Motion teaches you how to use Spark for batch and streaming data analytics. In nearly 3 hours of hands-on video lessons, you'll get up and running with Spark, starting with the basic architecture of a Spark application.
Beginner
Paid
course

Spark in Action, Second Edition

Spark in Action, Second Edition, teaches you to create end-to-end analytics applications. In this entirely new book, you'll learn from interesting Java-based examples, including a complete data pipeline for processing NASA satellite data.
Beginner
Paid
book

Spark in Action

Spark in Action teaches you the theory and skills you need to effectively handle batch and streaming data using Spark. You'll get comfortable with the Spark CLI as you work through a few introductory examples.
Beginner
Paid
book

Apache Spark SQL

In this course you'll learn the physical components of a Spark cluster, and the Spark computing framework. Youll build your own local standalone cluster. Youlll write Spark code. Youll learn how to run Spark jobs in a variety of ways.
Beginner
Paid
course

Hadoop Platform and Application Framework (Coursera)

This course is for novice programmers or business people who would like to understand the core tools used to wrangle and analyze big data. With no prior experience, you will have the opportunity to walk through hands-on examples with Hadoop and Spark frameworks, two of the most common in the industry.

Beginner
Paid
course

Into to Apache Spark

This free module describes what you will learn in these lessons, the instructor's experience with Hadoop and Spark, and what you will be able to do with what you learn.
Beginner
Paid
course