Welcome to ONLC Training Centers


Implementing Predictive Solutions with Spark in HDInsight Course Outline

 (3 days)

Overview
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.

Duration
Approximately 6 weeks assuming 4 hours of effort per week.

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 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.
View outline in Word

ED2023

Attend hands-on, instructor-led Implementing Predictive Solutions with Spark in HDInsight training classes at ONLC's more than 300 locations. Not near one of our locations? Attend these same live classes from your home/office PC via our Remote Classroom Instruction (RCI) technology.

For additional training options, check out our list of Courses and select the one that's right for you.

Microsoft Gold Partner
Need a price quote?

Follow the link to our self-service price quote form to generate an email with a price quote.

Email Alert

Receive an email when this class is available as "Ready to Run" or "Early Notice" status.

Attend from your office or home

If you have high-speed internet and two computers you can likely take this class from your office or home.

Need a class for a group?

We can deliver this class for a private group at your location. Follow the link to request more information.

Attend computer classes from ONLC Training Centers Request a copy via mail

GENERAL INFO

Class Format
Class Policies
Student Reviews

Bookmark and Share


HAVE QUESTIONS?
First Name

Last Name

Company

Phone

Email

Location

Question/Comment



ONLC TRAINING CENTERS
800-288-8221
www.onlc.com