FAST.AI: Practices of Deep Learning
FAST.AI is a library of deep learning tools based on PyTorch. In this lab course, we will learn the main functional modules of FAST.AI and get familiar with the relevant datasets and data types. At the same time, we will also learn how to process data into DataBunch objects by combining image and text examples.
The course will be available to you when you upgrade to Pro.
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LabBasic Concepts of FAST.AI
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ChallengeCIFAR10 Image Processing
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LabPractice for FAST.AI Image Classification
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ChallengeCIFAR10 Image Classification
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LabPractice for FAST.AI Text Classification
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ChallengeIMDB Text Classification
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LabPractice for Collaborative Filtering
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ChallengeCollaborative Filtering Book Recommendation System
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