AI Framework Overview: Development Frameworks

Artificial Intelligence    |    Expert
  • 15 videos | 38m 29s
  • Includes Assessment
  • Earns a Badge
Rating 4.0 of 18 users Rating 4.0 of 18 users (18)
A working knowledge of multiple AI development frameworks is essential to AI developers. Depending on the particular focus, you may decide on a particular framework of your choice. However, various companies in the industry tend to use different frameworks in their products, so knowing the basics of each framework is quite helpful to the aspiring AI Developer. In this course you will explore popular AI frameworks and identify key features and use cases. You will identify main differences between AI frameworks and work with Microsoft CNTK and Amazon SageMaker to implement model flow.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Describe ai frameworks and their importance in the ai domain
    Describe types of ai framework
    Illustrate the importance of different frameworks in ai
    Describe microsoft cntk in ai
    Describe keras in ai
    Describe spark in ai
    Describe amazon ml in ai
  • Compare microsoft cntk with other frameworks
    Compare keras with other frameworks
    Compare spark with other frameworks
    Compare amazon ml with other frameworks
    Illustrate modeling flow using microsoft cntk
    Illustrate modeling flow using amazon sagemaker
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 45s
  • 3m 34s
    Upon completion of this video, you will be able to describe AI frameworks and their importance in the AI domain. FREE ACCESS
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    3.  Types of AI Framework and Their Importance
    3m 35s
    After completing this video, you will be able to describe types of AI frameworks. FREE ACCESS
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    4.  The Need for Different AI Frameworks
    2m 12s
    Upon completion of this video, you will be able to illustrate the importance of different frameworks in AI. FREE ACCESS
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    5.  Distributed Deep Learning Using Microsoft CNTK
    2m 13s
    Upon completion of this video, you will be able to describe Microsoft CNTK in terms of AI. FREE ACCESS
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    6.  Keras as a High Level Neural Network API
    2m 15s
    After completing this video, you will be able to describe Keras and its applications in artificial intelligence. FREE ACCESS
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    7.  Distributed AI for Big Data Using Spark
    2m 16s
    After watching this video, you will be able to describe Spark in AI. FREE ACCESS
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    8.  Amazon ML: End-to-end Cloud-based AI Library
    2m 16s
    Upon completion of this video, you will be able to describe Amazon ML in standard English. FREE ACCESS
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    9.  Microsoft CNTK vs. Others
    2m 9s
    Find out how to compare Microsoft CNTK with other frameworks. FREE ACCESS
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    10.  Keras vs. Others
    1m 6s
    Find out how to compare Keras with other frameworks. FREE ACCESS
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    11.  Spark vs. Others
    1m 44s
    In this video, you will learn how to compare Spark with other frameworks. FREE ACCESS
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    12.  Amazon ML vs. Others
    2m 29s
    In this video, you will compare Amazon ML with other machine learning frameworks. FREE ACCESS
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    13.  Model Building Using Microsoft CNTK
    5m 19s
    After completing this video, you will be able to illustrate modeling flow using Microsoft CNTK. FREE ACCESS
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    14.  Model Building Using Amazon SageMaker
    4m 54s
    After completing this video, you will be able to illustrate the modeling flow using Amazon SageMaker. FREE ACCESS
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    15.  Course Summary
    45s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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