Implementing Predictive Analytics with Spark in Azure HDInsight

This Implementing Predictive Analytics with Spark in Azure HDInsight course is to learn how to use Spark in Microsoft Azure HDInsight to create predictive analytics and machine learning solutions.

Future Skills Lab - Implementing Predictive Analytics with Spark in Azure HDInsight

About This Course

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.

What you’ll learn

  • Using Spark to explore data and prepare for modeling
  • Build supervised machine learning models
  • Evaluate and optimize models
  • Build recommenders and unsupervised machine learning models

Course 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 ModelsLearn 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.

Meet the instructor

Course Staff Graeme Malcolm

Graeme Malcolm

Graeme has been a trainer, consultant, and author for longer than he cares to remember, specializing in SQL Server and the Microsoft data platform. He is a Microsoft Certified Solutions Expert for the SQL Server Data Platform and Business Intelligence. After years of working with Microsoft as a partner and vendor, he now works in the Microsoft Learning Experiences team as a senior content developer, where he plans and creates content for developers and data professionals who want to get the best out of Microsoft technologies.

Start learning Implementing Predictive Analytics with Spark in Azure HDInsight

You can enroll now for the Implementing Predictive Analytics with Spark in Azure HDInsight course at the DataChangers Academy! Please use your Windows Live ID email address to register at the DataChangers Academy if you want to obtain a certificate after finishing the courses.

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