Perform Cloud Data Science with Azure Machine Learning (70-774)

This path contains courses and labs designed to help you learn about performing data science using services in Microsoft Azure such as Azure ML.

5 (18)
3 Lectures
5 Labs
Beginner
11h 6m
Nov 1 2018
Mar 6 2017
3 (8)

This course gives you an introduction to Azure Machine Learning (ML) and associated technologies, such as R, Power BI and RStudio. This course begins by covering an introduction to Azure ML, and then we walk through Azure ML as if we were working our way through a Data Science Project. Once the Da...

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Jan 14 2019
5 (2)

This course covers the necessary tools and concepts used in the data science industry to include´╗┐ machine learning, statistical inference, working with data at scale and much more.

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Skill Me UP
Aug 3 2018
5 (4)

In this lab, you will build a machine learning experiment using Azure Machine Learning. You will start by creating a Machine Learning Workspace in the Azure Portal. You will then login to ML Studio where you will import an external dataset, clean the dataset, choose a machine learning algorithm and ...

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Skill Me UP
Apr 11 2018
5 (1)

In this lab, you will set up an Azure Machine Learning Studio account. You will then walk through the various features and capabilities of Azure Machine Learning Studio. You will load data from local and external sources. You will clean, manipulate and transform the data to make it usable for machin...

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Skill Me UP
Apr 17 2018
5 (1)

In this lab, you will use AzureML to set up a model to forecast prices. We will also use R and RStudio in order to learn more R programming. Predicting the increase in sales from a number of factors is an example of regression, or you could simply call it scoring, which is a more familiar term. If y...

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Oct 30 2018
5 (1)

This course looks at services and tools used for machine learning with Azure. This course will introduce students to Machine Learning Server, SQL Server Machine Learning Services, Cognitive Toolkit, the Data Science Virtual Machine, and the Azure AI Gallery.This course will assist you in preparing f...

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Skill Me UP
Oct 31 2018
5 (1)

In this lab, you learn to leverage Machine Learning Server and SQL Server Machine Learning Services to execute R code. You will use pre-installed tools of the Data Science Virtual Machine to execute Jupyter Notebooks and execute remote R code against Machine Learning Server. You will then leverage S...

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Skill Me UP
Nov 1 2018
0 (0)

In this lab, you will take advantage of Azure HDInsight to perform machine learning in big data scenarios

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