Evaluating Current and Future AI Technologies and Frameworks
Artificial Intelligence
| Intermediate
- 13 Videos | 39m 37s
- Includes Assessment
- Earns a Badge
Solid knowledge of the AI technology landscape is fundamental in choosing the right tools to use as an AI Architect. In this course, you'll explore the current and future AI technology landscape, comparing the advantages and disadvantages of common AI platforms and frameworks. You'll move on to examine AI libraries and pre-trained models, distinguishing their advantages and disadvantages. You'll then classify AI datasets and see a list of dataset topics. Finally, You'll learn how to make informed decisions about which AI technology is best suited to your projects.
WHAT YOU WILL LEARN
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discover the key concepts covered in this coursecompare and contrast AI platforms, frameworks, libraries, pre-trained models, and datasetsrecognize the key features and advantages/disadvantages of common AI platformsidentify the TensorFlow framework and distinguish its advantages/disadvantagesidentify the Keras framework and distinguish its advantages/disadvantagesidentify the PyTorch framework and distinguish its advantages/disadvantagesidentify the MXNet framework and distinguish its advantages/disadvantages
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identify the CNTK framework and distinguish its advantages/disadvantagesidentify the Cortex framework and explore its key featuresexamine AI libraries and identify their advantages/disadvantagesrecognize pre-trained models and distinguish their advantages/disadvantagesclassify AI datasets and recognize a list of dataset topicssummarize the key concepts covered in this course
IN THIS COURSE
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1.Course Overview1m 51sUP NEXT
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2.AI Technologies: Platforms, Frameworks, Libraries5m 9s
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3.AI Platforms: H2O, IBM Watson, Amazon Lex, and MS CS6m 51s
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4.TensorFlow Framework3m 26s
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5.Keras Framework2m 35s
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6.PyTorch Framework2m 32s
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7.MXNet Framework2m 27s
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8.CNTK Framework2m 16s
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9.Cortex Framework2m 36s
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10.AI Libraries1m 53s
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11.Pre-trained Models4m 12s
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12.AI Datasets1m 34s
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13.Course Summary2m 16s
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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