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.

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2020-08-03 08:32 Updated
Difficulty: Fundamental Score: 5 4 Learned
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  • Labs
  1. cant
    Lab
    Basic Concepts of FAST.AI
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  2. cant
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    CIFAR10 Image Processing
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  3. cant
    Lab
    Practice for FAST.AI Image Classification
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  4. cant
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    CIFAR10 Image Classification
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  5. cant
    Lab
    Practice for FAST.AI Text Classification
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  6. cant
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    IMDB Text Classification
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  7. cant
    Lab
    Practice for Collaborative Filtering
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  8. cant
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    Collaborative Filtering Book Recommendation System
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FAST.AI: Practices of Deep Learning
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