AI Framework Overview: Development Frameworks
Artificial Intelligence
| Expert
- 15 videos | 38m 29s
- Includes Assessment
- Earns a Badge
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
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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
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1m 45s
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3m 34sUpon 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 Importance3m 35sAfter 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 Frameworks2m 12sUpon 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 CNTK2m 13sUpon 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 API2m 15sAfter 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 Spark2m 16sAfter 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 Library2m 16sUpon 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. Others2m 9sFind out how to compare Microsoft CNTK with other frameworks. FREE ACCESS
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10. Keras vs. Others1m 6sFind out how to compare Keras with other frameworks. FREE ACCESS
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11. Spark vs. Others1m 44sIn this video, you will learn how to compare Spark with other frameworks. FREE ACCESS
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12. Amazon ML vs. Others2m 29sIn this video, you will compare Amazon ML with other machine learning frameworks. FREE ACCESS
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13. Model Building Using Microsoft CNTK5m 19sAfter 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 SageMaker4m 54sAfter completing this video, you will be able to illustrate the modeling flow using Amazon SageMaker. FREE ACCESS
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15. Course Summary45sIn this video, we will summarize the key concepts covered in this course. FREE ACCESS
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