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edX: Implementing Predictive Analytics with Spark in Azure HDInsight

 with  Graeme Malcolm

This course is part of the Microsoft Professional Program Certificate in Data Science and part of the Microsoft Azure HDInsight Big Data Analyst XSeries.

Are you ready for big data science? In this course, learn how to implement predictive analytics solutions for big data using Apache Spark in Microsoft Azure HDInsight. See how to work with Scala or Python to cleanse and transform data and build machine learning models with Spark ML (the machine learning library in Spark).

Note: To complete the hands-on elements in this course, you will require an Azure subscription and a Windows client computer. You can sign up for a free Azure trial subscription (a valid credit card is required for verification, but you will not be charged for Azure services). Note that the free trial is not available in all regions.

 
 
 

Syllabus

Introduction to Data Science with Spark
Get started with Spark clusters in Azure HDInsight, and use Spark to run Python or Scala code to work with data.

Getting Started with Machine Learning
Learn how to build classification and regression models using the Spark ML library.

Evaluating Machine Learning Models
Learn how to evaluate supervised learning models, and how to optimize model parameters.

Recommenders and Unsupervised Models
Learn how to build recommenders and clustering models using Spark ML.
0 Student
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Cost Free Online Course
Pace Self Paced
Subject Data Science
Institution Microsoft
Provider edX
Language English
Certificates $99 Certificate Available
Hours 3-4 hours a week
Calendar 18 weeks long
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