Scala and Spark for Big Data and Machine Learning

4.5 (4340)
Learning paid
10 hours course
Course by Udemy
$ 126.99
$ 126.99
What will you learn?
Use Scala for Programming
Use Spark 2.0 DataFrames to read and manipulate data
Use Spark to Process Large Datasets
Understand hot to use Spark on AWS and DataBricks
About the course

Learn how to utilize some of the most valuable tech skills on the market today, Scala and Spark! In this course we will show you how to use Scala and Spark to analyze Big Data.

Scala and Spark are two of the most in demand skills right now, and with this course you can learn them quickly and easily! This course comes packed with content:

  • Crash Course in Scala Programming
  • Spark and Big Data Ecosystem Overview
  • Using Spark's MLlib for Machine Learning 
  • Scale up Spark jobs using Amazon Web Services
  • Learn how to use Databrick's Big Data Platform
  • and much more!

This course comes with full projects for you including topics such as analyzing financial data or using machine learning to classify Ecommerce customer behavior! We teach the latest methodologies of Spark 2.0 so you can learn how to use SparkSQL, Spark DataFrames, and Spark's MLlib!

After completing this course you will feel comfortable putting Scala and Spark on your resume!

Thanks and I will see you inside the course!

Course Introduction
Learn about this course and FAQs
Welcome to the Course!
Course FAQs
FAQ for the course!
Scala and Spark Overview
Get an Overview of Scala and why it is one of the most in demand programming skills!
Scala IDE Options and Overview
Let's see various options for Scala Development Environments
ScalaIDE Overview
Get an overview of the IDE we choose for this course: ScalaIDE
Computer Set-up Time!
Let's get you set-up!
Windows Scala and Spark Set-up and Installation
Set up Scala and Spark on your computer!
Windows Introduction
Let's install Scala and Spark on your Windows Machine!
Quick note about Windows Installation.
Let's install Scala and Spark on your Windows Machine!
Windows Scala and Spark Installation
Let's install Scala and Spark on your Windows Machine!
Atom Windows Installation
Learn about various options for IDEs for Scala and Spark
  • Basic Programming Knowledge in some language
  • Basic Math Skills
  • English Language
Jose Portilla
Jose Portilla
Head of Data Science, Pierian Data Inc.
Udemy courses are suited to professional development. The platform is organized in such a way that it is experts themselves that decide the topic and when the course will start. All supporting documents are made available to you for lifetime access. On this platform, you can find a course on about any subject, and that is no exaggeration – from a tutorial on how to ride a motorcycle, to managing the financial markets. The language and the course format are established by the teacher. This is why it is important to read the information about the course carefully before parting with any money.
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