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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 (excl. tax)
  • Eastern Europe: 2,490.- €
  • SA Voucher: 5
    hardcoded default SA
Dates and Booking
 
Click on town name to book Schedule
Slovenia
13/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Course language: English Enroll
09/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Tallinn Course language: English Enroll
Poland
13/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Course language: English Enroll
09/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Tallinn Course language: English Enroll
Turkey
13/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Course language: English Enroll
09/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Tallinn Course language: English Enroll
Czech Republic
13/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Course language: English Enroll
09/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Tallinn Course language: English Enroll
Estonia
13/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Course language: English Enroll
09/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Tallinn Course language: English Enroll
Hungary
13/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Course language: English Enroll
09/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Tallinn Course language: English Enroll
Romania
13/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Course language: English Enroll
09/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Tallinn Course language: English Enroll
Slovakia
13/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Enroll
09/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Tallinn Enroll
Europe
Germany
13/05/2019 - 17/05/2019 Düsseldorf Enroll
France
16/05/2019 - 20/05/2019 Paris 3 days Enroll
30/09/2019 - 04/10/2019 Paris Enroll
Italy
27/05/2019 - 31/05/2019 Rome Enroll
08/07/2019 - 12/07/2019 Milan Enroll
09/09/2019 - 13/09/2019 Rome Enroll
14/10/2019 - 18/10/2019 Milan Enroll
25/11/2019 - 29/11/2019 Rome Enroll
Switzerland
13/05/2019 - 17/05/2019 Zurich Enroll
12/08/2019 - 16/08/2019 Zurich Enroll
25/11/2019 - 29/11/2019 Zurich Enroll
United Kingdom
13/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
29/07/2019 - 02/08/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
Latin America
Argentina
16/12/2019 - 20/12/2019 Online Training Time zone: America/Buenos_Aires Course language: Spanish Enroll
Brazil
20/05/2019 - 24/05/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese Enroll
04/11/2019 - 08/11/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese Enroll
Chile
24/06/2019 - 28/06/2019 Online Training Time zone: America/Santiago Course language: Spanish Enroll
Costa Rica
04/11/2019 - 08/11/2019 Online Training Time zone: America/Costa_Rica Course language: Spanish Enroll
Mexico
20/05/2019 - 24/05/2019 Online Training Time zone: America/Mexico_City Course language: Spanish Enroll
04/11/2019 - 08/11/2019 Online Training Time zone: America/Mexico_City Course language: Spanish Enroll
Peru
23/09/2019 - 27/09/2019 Online Training Time zone: America/Lima Course language: Spanish Enroll
Middle East
Qatar
16/06/2019 - 20/06/2019 Doha Course language: English Enroll
United Arab Emirates
16/06/2019 - 20/06/2019 Dubai Course language: English This course is being delivered by iTLS. Enroll
08/12/2019 - 12/12/2019 Dubai Course language: English This course is being delivered by iTLS. Enroll
Africa
Egypt
16/06/2019 - 20/06/2019 Cairo Course language: English Enroll
08/12/2019 - 12/12/2019 Cairo Course language: English Enroll
This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom.
 

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