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Developing AI Models in Microsoft Azure

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Sahil Malik

1:31:01

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  • 01 - Course Overview.mp4
    01:12
  • 02 - Introduction.mp4
    05:59
  • 03 - Microsoft Azure and AI.mp4
    05:56
  • 04 - Cognitive Services.mp4
    03:59
  • 05 - Azure Machine Learning Studio.mp4
    01:14
  • 06 - Azure Machine Learning Services.mp4
    04:00
  • 07 - Azure Machine Learning Services - Code Experience.mp4
    03:45
  • 08 - Summary.mp4
    00:52
  • 09 - Introduction.mp4
    01:27
  • 10 - Set up Conda.mp4
    03:25
  • 11 - Create an Isolated Python Environment.mp4
    03:33
  • 12 - Install the Azure ML SDK and Create a Notebook.mp4
    05:38
  • 13 - Create an Azure ML Workspace.mp4
    01:46
  • 14 - Save a Workspace as a Config File.mp4
    04:14
  • 15 - Load a Workspace from a Config File.mp4
    01:38
  • 16 - Install VSCode Tools for AI.mp4
    02:51
  • 17 - Summary.mp4
    00:28
  • 18 - Introduction.mp4
    03:19
  • 19 - Train the Model.mp4
    15:31
  • 20 - Register the Model.mp4
    02:38
  • 21 - Summary.mp4
    00:47
  • 22 - Introduction.mp4
    04:39
  • 23 - Deploy the Model.mp4
    09:40
  • 24 - Summary.mp4
    00:26
  • 25 - Summary.mp4
    02:04
  • Description


    AI is no longer science fiction or the exclusive domain of scientists. In this course, you will explore how to train and deploy custom AI models using Microsoft Azure Machine Learning Service.

    What You'll Learn?


      AI is all around us, and it is no longer just the work of scientists. In this course, Developing AI Models in Microsoft Azure, you will learn the ins and outs of Azure Machine Learning Service. You'll start with the basics, and learn how to set up your development environment with a demo walking through each important step. With your development environment set up, you'll examine how to use the facilities of the Azure machine learning workspace, interact with it via VSCode and Jupyter notebooks using the Azure ML SDK, how to provision remote compute, and how to deploy a model to the various options, such as docker image, ACI, or AKS. By the end of this course, you will have the necessary skills to tackle any enterprise class custom AI problem in the Microsoft Azure ecosystem.

    More details


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    Sahil Malik, the founder and principal of Winsmarts.com, has been a Microsoft MVP and INETA Speaker for the past 8 years, author and reviewer of many books and numerous articles in both the .NET and SharePoint space, consultant and trainer who delivers training and talks at conferences internationally. Sahil has trained for the best names in the Microsoft technology space, and has architected and delivered SharePoint based solutions for extremely high profile clients. Sahil has been deeply involved in SharePoint 2010, and is the author of Microsoft SharePoint 2010: Building Solutions for SharePoint 2010 published by Apress.
    Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.
    • language english
    • Training sessions 25
    • duration 1:31:01
    • level average
    • Release Date 2023/10/11

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