Udemy – Apache Spark with Scala – Hands On with Big Data! 2019-8

Published on: 2024-09-28 02:16:35

Categories: 28

Descriptions

Apache Spark with Scala – Hands On with Big Data!, “Big data” analysis is a hot and highly valuable skill – and this course will teach you the hottest technology in big data: Apache Spark. Employers including Amazon, EBay, NASA JPL, and Yahoo all use Spark to quickly extract meaning from massive data sets across a fault-tolerant Hadoop cluster. You’ll learn those same techniques, using your own Windows system right at home. It’s easier than you might think, and you’ll be learning from an ex-engineer and senior manager from Amazon and IMDb. Spark works best when using the Scala programming language, and this course includes a crash-course in Scala to get you up to speed quickly. For those more familiar with Python however, a Python version of this class is also available: “Taming Big Data with Apache Spark and Python – Hands On”. Learn and master the art of framing data analysis problems as Spark problems through over 20 hands-on examples, and then scale them up to run on cloud computing services in this course. By the end of this course, you’ll be running code that analyzes gigabytes worth of information – in the cloud – in a matter of minutes.

What you’ll learn

Develop distributed code using the Scala programming language
Transform structured data using SparkSQL, DataSets, and DataFrames
Frame big data analysis problems as Apache Spark scripts
Optimize Spark jobs through partitioning, caching, and other techniques
Build, deploy, and run Spark scripts on Hadoop clusters
Process continual streams of data with Spark Streaming
Traverse and analyze graph structures using GraphX
Analyze massive data set with Machine Learning on Spark

Who this course is for

Software engineers who want to expand their skills into the world of big data processing on a cluster
If you have no previous programming or scripting experience, you’ll want to take an introductory programming course first.

Specificatoin of Apache Spark with Scala – Hands On with Big Data!

Publisher : Udemy
Teacher : Sundog Education by Frank Kane , Frank Kane , Sundog Education Team
Language : English
Level : All Levels
Number of Course : 59
Duration : 7 hours and 30 minutes

Content on 2024-8

Apache Spark with Scala - Hands On with Big Data!

Requirements

Some prior programming or scripting experience is required. A crash course in Scala is included, but you need to know the fundamentals of programming in order to pick it up.
You will need a desktop PC and an Internet connection. The course is created with Windows in mind, but users comfortable with MacOS or Linux can use the same tools.
The software needed for this course is freely available, and I’ll walk you through downloading and installing it.