[Udemy 100% Free]-Apache Spark for Data Science : New Beginner's Course (2019) - 100% Free Udemy Discount Coupons For Online Courses

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Thursday, March 28, 2019

[Udemy 100% Free]-Apache Spark for Data Science : New Beginner's Course (2019)

[Udemy 100% Free]-Apache Spark for Data Science : New Beginner's Course (2019)
Description
Apache Spark is a powerful platform that provides users with new ways to store and make use of big data. In this course, get up to speed with Spark, and discover how to leverage this popular processing engine to deliver effective and comprehensive insights into your data. Instructor Shokat Ali provides an overview of the platform, going into the different components that make up Apache Spark. He shows how to analyze data in Spark using PySpark and Spark SQL, explores running machine learning algorithms using MLlib, demonstrates how to create a streaming analytics application using Spark Streaming, and more.

In this course, we'll look at how to use the Apache Spark platform for data science. I'll start by showing you an overview of the platform and going through each component, so we have a baseline understanding of how it works. Then, we'll take a look at using Spark to analyze data with Python using PySpark, then using Spark SQL. We'll explore machine learning techniques,and we'll finish by creating a streaming analytics application using Spark Streaming. We'll be covering all of these topics to get you up to speed with Spark and help you start delivering effective and more comprehensive insights. Let's dive in.

Topics include:
Understanding Spark
Reviewing Spark components
Where Spark shines
Understanding data interfaces
Working with text files
Loading CSV data into DataFrames
Using Spark SQL to analyze data
Running machine learning algorithms using MLib
Querying streaming data
Connecting BI tools to Spark

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