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Perform Cloud Data Science with Azure Machine Learning (20774)

Course Description Schedule Course Outline
 

Course Overview

The main purpose of the course is to give students the ability to analyze and present data by using Azure Machine Learning, and to provide an introduction to the use of machine learning with big data tools such as HDInsight and R Services.

Who should attend

  • The primary audience for this course is people who wish to analyze and present data by using Azure Machine Learning.
  • The secondary audience is IT professionals, Developers , and information workers who need to support solutions based on Azure machine learning.

Prerequisites

In addition to their professional experience, students who attend this course should have:

  • Programming experience using R, and familiarity with common R packages
  • Knowledge of common statistical methods and data analysis best practices.
  • Basic knowledge of the Microsoft Windows operating system and its core functionality.
  • Working knowledge of relational databases.

Course Objectives

After completing this course, students will be able to:

  • 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

Course Content

  • Introduction to Machine Learning
  • Introduction to Azure Machine Learning
  • Managing Datasets
  • Preparing Data for use with Azure Machine Learning
  • Using Feature Engineering and Selection
  • Building Azure Machine Learning Models
  • Using Classification and Clustering with Azure machine learning models
  • Using R and Python with Azure Machine Learning
  • Initializing and Optimizing Machine Learning Models
  • Using Azure Machine Learning Models
  • Using Cognitive Services
  • Using Machine Learning with HDInsight
  • Using R Services with Machine Learning
Classroom Training
Modality: C

Duration 5 days

Price (incl. tax)
  • United Arab Emirates: US$ 1,573.-
  • SA Voucher: 5
Dates and Booking
 
Click on town name to book Schedule
Middle East
United Arab Emirates
16/06/2019 - 20/06/2019 Dubai Course language: English
08/12/2019 - 12/12/2019 Dubai Course language: English
Qatar
16/06/2019 - 20/06/2019 Doha Course language: English
Europe
Germany
17/12/2018 - 21/12/2018 Berlin
21/01/2019 - 25/01/2019 Hamburg
11/02/2019 - 15/02/2019 Frankfurt
04/03/2019 - 08/03/2019 Munich
25/03/2019 - 29/03/2019 Berlin
23/04/2019 - 27/04/2019 Münster 4 days
13/05/2019 - 17/05/2019 Düsseldorf
03/06/2019 - 07/06/2019 Hamburg
Estonia
09/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Tallinn
France
26/11/2018 - 30/11/2018 Paris
Italy
21/01/2019 - 25/01/2019 Milan
18/02/2019 - 22/02/2019 Rome
15/04/2019 - 19/04/2019 Milan
27/05/2019 - 31/05/2019 Rome
08/07/2019 - 12/07/2019 Milan
09/09/2019 - 13/09/2019 Rome
14/10/2019 - 18/10/2019 Milan
25/11/2019 - 29/11/2019 Rome
Romania
13/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Bucharest
Slovenia
21/01/2019 - 25/01/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Ljubljana
Switzerland
04/03/2019 - 08/03/2019 Zurich
13/05/2019 - 17/05/2019 Zurich
12/08/2019 - 16/08/2019 Zurich
25/11/2019 - 29/11/2019 Zurich
United Kingdom
21/01/2019 - 25/01/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
08/04/2019 - 12/04/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
29/07/2019 - 02/08/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
Africa
Egypt
16/06/2019 - 20/06/2019 Cairo Course language: English
08/12/2019 - 12/12/2019 Cairo Course language: English
Latin America
Argentina
16/12/2019 - 20/12/2019 Online Training Time zone: America/Buenos_Aires Course language: Spanish
Brazil
20/05/2019 - 24/05/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese
04/11/2019 - 08/11/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese
Chile
24/06/2019 - 28/06/2019 Online Training Time zone: America/Santiago Course language: Spanish
Colombia
25/03/2019 - 29/03/2019 Online Training Time zone: America/Bogota Course language: Spanish
Costa Rica
04/11/2019 - 08/11/2019 Online Training Time zone: America/Costa_Rica Course language: Spanish
Mexico
20/05/2019 - 24/05/2019 Online Training Time zone: America/Mexico_City Course language: Spanish
04/11/2019 - 08/11/2019 Online Training Time zone: America/Mexico_City Course language: Spanish
Peru
23/09/2019 - 27/09/2019 Online Training Time zone: America/Lima Course language: Spanish
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This is a FLEX course, which is delivered both virtually and in the classroom.