Working With Microsoft Cognitive Toolkit (CNTK)

Microsoft Cognitive Toolkit (CNTK)    |    Expert
  • 16 videos | 51m 36s
  • Includes Assessment
  • Earns a Badge
Rating 4.3 of 6 users Rating 4.3 of 6 users (6)
Microsoft Cognitive Toolkit (CNTK) is an open source framework for distributed deep learning suitable for commercial applications. It's primarily used to develop neural networks but can also be used for machine learning and cognitive computing. It supports multiple languages and can easily be used in the cloud. These factors make CNTK a good fit for various AI projects. In this course, you'll explore the basic concepts required to work with Microsoft CNTK. You'll compare other frameworks with CNTK, examine the process of creating machine learning and deep learning models with CNTK, and learn how it can be used with several cloud services. You'll move on to learn where to access CNTK documentation, community, and installation guidelines. Finally, you'll use CNTK to predict diabetes using retina scans.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Describe the microsoft cognitive toolkit framework and examine the main ideas behind its use
    Specify how cntk facilitates cognitive computing
    Determine how cntk facilitates deep learning
    Identify the benefits of using the cntk toolkit
    Identify the primary approaches to implementing ai using python and cntk
    Specify how cntk can be used with other languages such as c/c++, java, .net, and c#
    Compare cntk with other frameworks and classify the advantages and disadvantages of cntk
  • Outline the process of creating machine learning models using cntk
    Outline the process of building deep learning models using cntk
    Specify how cntk can be used in combination with cloud services
    Find key documents and resources for in-depth information about the cntk framework
    Recognize how to work with the cntk community on new updates and new releases
    Troubleshoot cntk installation on windows and linux
    Use the cntk framework to develop an ai-based diabetes predictor which utilizes retina scans
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 2m 21s
  • 3m 28s
    Upon completion of this video, you will be able to describe the Microsoft Cognitive Toolkit framework and examine the main ideas behind its use. FREE ACCESS
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    3.  Microsoft’s Cognitive Computing
    6m 10s
    After completing this video, you will be able to specify how CNTK facilitates cognitive computing. FREE ACCESS
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    4.  AI at Microsoft: Deep Learning
    2m 11s
    In this video, you will learn how CNTK facilitates deep learning. FREE ACCESS
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    5.  Benefits of Using CNTK
    3m 14s
    During this video, you will learn how to identify the benefits of using the CNTK toolkit. FREE ACCESS
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    6.  Python API for CNTK
    3m 40s
    Find out how to identify the primary approaches to implementing AI using Python and the Microsoft Cognitive Toolkit. FREE ACCESS
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    7.  CNTK: Support for Other Languages
    4m 55s
    Upon completion of this video, you will be able to specify how CNTK can be used with other languages such as C/C++, Java, .Net, and C#. FREE ACCESS
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    8.  CNTK vs. Other Frameworks
    3m 28s
    In this video, learn how to compare CNTK with other frameworks and classify the advantages and disadvantages of CNTK. FREE ACCESS
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    9.  Machine Learning With CNTK
    3m 1s
    In this video, you will learn how to outline the process of creating machine learning models using the CNTK library. FREE ACCESS
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    10.  Deep Learning With CNTK
    3m 11s
    In this video, you will learn how to outline the process of building deep learning models using the CNTK library. FREE ACCESS
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    11.  CNTK and Cloud (AWS, GCP, and Azure)
    4m 20s
    Upon completion of this video, you will be able to specify how CNTK can be used in combination with cloud services. FREE ACCESS
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    12.  CNTK Documentation and Tutorials
    53s
    In this video, find out how to find key documents and resources for in-depth information about the CNTK framework. FREE ACCESS
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    13.  CNTK Community
    1m 35s
    After completing this video, you will be able to recognize how to work with the CNTK community on new updates and new releases. FREE ACCESS
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    14.  CNTK Installation (Windows and Linux)
    4m 19s
    In this video, find out how to troubleshoot CNTK installation on Windows and Linux. FREE ACCESS
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    15.  Predicting Diabetes Using Retina Scans
    3m 59s
    During this video, you will learn how to use the CNTK framework to develop an AI-based diabetes predictor that utilizes retina scans. FREE ACCESS
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    16.  Course Summary
    51s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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