Books / Video Trainning/Tutorials →O'Reilly - Introduction to Apache Spark
O'Reilly - Introduction to Apache Spark
Duration: 4h 46m | Video: h264, yuv420p, 1280x720 | Audio: aac, 44100 Hz, 2 ch | 2.3 GB
Genre: eLearning | Language: English
by Paco Nathan
Publisher: O'Reilly Media, Inc.
Release Date: March 2015
Topics: Scala Software Development
Get up to speed on Apache Spark for building big data applications in Python, Java, or Scala. Recently updated with nearly an hour of new footage on DataFrames in Spark 1.3, this video workshop shows you how to explore data and apply algorithms with MLlib, GraphX, and Spark SQL. You'll learn Spark and its core APIs by doing hands-on technical exercises with presenter Paco Nathan, host of the popular Just Enough Math video workshop.
With this workshop, you will:
Get going with the newest features of Spark 1.3
Open a Spark shell
Develop Spark apps for typical use cases
Use some machine-learning algorithms
Explore data sets loaded from HDFS or another filesystem
Work with Spark SQL, Spark Streaming, and Spark's machine-learning library, MLlib
Use Maven, SBT, IPython Notebook, and other tooling
Learn about Spark follow-up courses and certification
- Real World Vagrant - Build an Apache Spark Development Env
- Apache Spark for Data Science Cookbook
- Learning Path - Getting Up and Running with Apache Spark
- Taming Big Data with Apache Spark and Python - Hands On!
- Real World Vagrant - Build an Apache Spark Development Env (2016)