20774A Perform Cloud Data Science with Azure Machine Learning

Course Summary

Training levelMOC
Duration3 days / 24 Hours
Delivery methodIn Class
Level200
LanguageBulgarian/English
List price500 Euro VAT Excl.

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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.

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.

  • 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

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

Upcoming Training

Trainer: Ivan Donev

Ivan-Donev

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