20774: Peform Cloud Data Science with Azure Machine Learning (MOC20774)

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20774: Peform Cloud Data Science with Azure Machine Learning (MOC20774)

 2.395,00

20774: Peform Cloud Data Science with Azure Machine Learning (MOC20774)

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.

Doel
  • 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 form Azure Machine Learning models
  • Explore and use the Cognitive Services APIs for tekst 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
  • Doelgroep

    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.

    Voorkennis
  • 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
  • Vorm

    Classical and Tailor made

    Inhoud
  • Module 1: Introduction to Machine Learning
  • Module 2: Introduction to Azure Machine Learning
  • Module 3: Managing Datasets
  • Module 4: Preparing Data for use with Azure Machine Learning
  • Module 5: Using Feature Engineering and Selection
  • Module 6: Building Azure Machine Learning Models
  • Module 7: Using Classification and Clustering with Azure machine learning models
  • Module 8: Using R and Python with Azure Machine Learning
  • Module 9: Initializing and Optimizing Machine Learning Models
  • Module 10: Using Azure Machine Learning Models
  • Module 11: Using Cognitive Services
  • Module 12: Using Machine Learning with HDInsight
  • Module 13: Using R Services with Machine Learning
  • Vervolgopleidingen

    Bijzonderheden

    5 days

    € 2.395

    Cursusdata

    Data op aanvraag

    Andere data?

    Locaties

    Breda, Tilburg, Amsterdam, Rotterdam, Utrecht, Eindhoven, Antwerpen, Zwolle

    Andere locatie?

    Meer weten over een training of advies? Bel met onze opleidingsadviseurs 085 02 01 070 of gebruik het contactformulier.