LeapFox Learning Boise

20774 - Perform Cloud Data Science with Azure Machine Learning

Training for Your Group

  • Private class for your team
  • Online or on-location
  • Fully customizable course material
  • Onsite testing available

Training On Demand


  • Learn at Your Own Pace
  • Train from Anywhere
  • Learn when it is most Convenient
  • World-Class Instructors

Training for Individuals


  • Live, Instructor-led training
  • Expert instructors
  • Hands-on instruction

Course Overview

In this course, you will cover new features and functionality in Windows Server 2012 and Windows Server 2012 R2 including management, networking infrastructure, storage, access control, Hyper-V, high availability, and identity federation. You will also cover Dynamic Access Control (DAC), failover clustering, Microsoft Online Backup and changes with Active Directory, Powershell, Hyper-V, and Active Directory Federation Services (AD FS). This course will update your existing knowledge and skills of previous Windows Server versions to Windows Server 2012, including Windows Server 2012 R2.

Course Length: 5 Days

Audience: Data Professionals who wish to analyze and present data by using Azure Machine Learning. IT Professionals, Developers, and Info Workers who need to support solutions based on Azure Machine Learning.

Prerequisites: In addition to professional experience, students who attend should have programming experience using Rm and familiarity with common R packages, basic knowledge of Windows operating system, and a working knowledge of relational databases.

What You're Going To Learn

  • Explain machine learning, and how algorithms and languages are used.
  • Describe the purpose of Azure Machine Learning, and list the main features of Azure Machine Learning Studio.
  • Upload and explore various types of data to Azure Machine Learning.
  • Explore and use techniques to prepare datasets ready for use with Azure Machine Learning.
  • Explore and use feature engineering and selection techniques on datasets that are to be used with Azure Machine Learning.
  • Explore and use regression algorithms and neural networks with Azure Machine Learning.
  • Explore and use classification and clustering algorithms with Azure Machine Learning.
  • Use R and Python with Azure Machine Learning, and choose when to use a particular language.
  • Explore and use hyperparameters and multiple algorithms and models, and be able to score and evaluate models.
  • Explore how to provide end-users with Azure Machine Learning services, and how to share data generated from Azure Machine Learning models.
  • Explore and use the Cognitive Services APIs for text and image processing, to create a recommendation application, and describe the use of neural networks with Azure Machine Learning.
  • Explore and use HDInsight with Azure Machine Learning.
  • Explore and use R and R Server with Azure Machine Learning, and explain how to deploy and configure SQL Server to support R services.

Register for an Upcoming Date

Date Location Price Register

This Course is Available On Demand

90 Day Access

$ 999
  • 90 Day Subscription

180 Day Access

$ 1199
  • 180 Day Subscription
Most Popular

180 Day Access +

$ 1399
  • 180 Day Subscription

Course Outline

Module 1: Introduction to Machine Learning

  • What is machine learning?
  • Introduction to machine learning algorithms
  • Introduction to machine learning languages

Lab : Introduction to machine Learning

  • Sign up for Azure machine learning studio account
  • View a simple experiment from gallery
  • Evaluate an experiment

Module 2: Introduction to Azure Machine Learning

  • Azure machine learning overview
  • Introduction to Azure machine learning studio
  • Developing and hosting Azure machine learning applications

Lab : Introduction to Azure machine learning

  • Explore the Azure machine learning studio workspace
  • Clone and run a simple experiment
  • Clone an experiment, make some simple changes, and run the experiment

What to Expect at LeapFox

Knowledgeable Instructors

Our instructors are certified professionals. They are trained on the latest features and how to get the most out of software programs.

Hands-on Labs

No boring lectures! Our courses are designed to give students lots of time to practice what they are learning with hands-on exercises and projects.

Bounce Back Pass

Retake any public course as many times as you like for up to one year for classroom live classes and six months for remote live courses.

Certificate of Completion

Receive a certificate of completion at the end of every course.

Up-to-date Curriculum

Each course comes with a helpful and up-to-date ebook which will contain instruction and practice exercises.

Time Saving Tips N Tricks

In each course, your instructor will show you tips and tricks that will save you time and make you more efficient.

Friendly and Helpful Staff

Our staff is dedicated to your success. Each team member is trained to provide the absolute best customer service possible.

Satisfaction Guarantee

If you aren't 100% satisfied with your experience at LeapFox, simply let us know, and we will make it right.

Look who Else is Using LeapFox

See What Our Customers Say

Close Menu