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Developing Big Data Solutions with Azure Machine Learning

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About this course

This course is part of the Microsoft Professional Program Certificate in Big Data.

The past can often be the key to predicting the future. Big data from historical sources is a valuable resource for identifying trends and building machine learning models that apply statistical patterns and predict future outcomes.

This course introduces Azure Machine Learning, and explores techniques and considerations for using it to build models from big data sources, and to integrate predictive insights into big data processing workflows.

What you'll learn

  • How to create predictive web services with Azure Machine Learning
  • How to work with big data sources in Azure Machine Learning
  • How to integrate Azure Machine Learning into big data batch processing pipelines
  • How to integrate Azure Machine Learning into real-time big data processing solutions

Syllabus

Introduction to Azure Machine Learning
Getting Started with Azure Machine Learning Studio
Working With Big Data Sources
Lab: Getting Started with Azure Machine Learning
Module Review

Building Predictive Models with Azure Machine Learning
Introduction to Machine Learning
Clustering and Recommenders
Lab: Building Predictive Models
Module Review

Operationalizing Machine Learning Models
Predictive Experiments and Web Services
Working with Web Services
Lab: Publishing Predictive Web Services
Module Review

Using Azure Machine Learning in Big Data Solutions
Using Azure Machine Learning in Batch Processes
Using Azure Machine Learning in Streaming Processes
Lab: Building Predictive Big Data Solutions
Module Review

Final Exam
Final Exam

  1. Course Number

    DAT228x
  2. Classes Start

  3. Classes End

  4. Estimated Effort

    12-16 horas en total
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