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 3 Learned
  1. cant
    Lab
    Basic Concepts of FAST.AI
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  2. cant
    Challenge
    CIFAR10 Image Processing
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  3. cant
    Lab
    Practice for FAST.AI Image Classification
    Start Lab
  4. cant
    Challenge
    CIFAR10 Image Classification
    Start Lab
  5. cant
    Lab
    Practice for FAST.AI Text Classification
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  6. cant
    Challenge
    IMDB Text Classification
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  7. cant
    Lab
    Practice for Collaborative Filtering
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  8. cant
    Challenge
    Collaborative Filtering Book Recommendation System
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FAST.AI: Practices of Deep Learning
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