Course Information
Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
10 Hour(s) 11 Minute(s)
Language
English
Rating
6 views
Course Overview
Learn the latest Big Data technology - Spark and Scala, including Spark 2.0 DataFrames!
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 Content
- 17 section(s)
- 80 lecture(s)
- Section 1 Course Introduction
- Section 2 Scala IDE Options and Overview
- Section 3 Windows Scala and Spark Set-up and Installation
- Section 4 Mac OS Setup and Installation
- Section 5 Linux (Ubuntu) Setup and Installation
- Section 6 Scala Programming: Level One
- Section 7 Collections
- Section 8 Scala Programming: Level Two
- Section 9 Spark DataFrames with Scala
- Section 10 Introduction to Machine Learning
- Section 11 Regression with Spark
- Section 12 Classification with Spark
- Section 13 Model Evaluation
- Section 14 Clustering with Spark
- Section 15 PCA with Spark
- Section 16 DataBricks and Spark
- Section 17 BONUS SECTION: THANK YOU!
What You’ll 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
Skills covered in this course
Reviews
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GGaurav Borkar
Concepts at the beginning are very good for Spark and Scala beginners . The second part of the content is overwhelming
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AArvindh Km
Great and informative
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NNishtha Sagar
good course
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ZZhong Fang
A lot practical sample, good material!
