Exploring Lesson 8 Practical Deep Learning For Coders 2022

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  • NB: We recommend watching these videos through https://course.fast.ai rather than directly on YouTube, to get access to the ...
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  • 00:00:00 - Introduction 00:01:59 - Linear model and neural net from scratch 00:07:30 - Cleaning the data 00:26:46 - Setting up a ...
  • NB: Please view videos through course.fast.ai for full notes, searchable transcripts, etc. Please use forums.fast.ai for all questions ...
  • Go to https://course.fast.ai for code, notebooks, quizzes, etc. This course is designed for people with some

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00:00 - Neural net from scratch 04:46 - Parameters in PyTorch 07:42 - Embedding from scratch 12:21 - Embedding interpretation ... Week NB: We suggest watching these from http://course.fast.ai/part2.html, rather than via youtube.com, so can can access any recent ... Practical Deep Learning for Coders

00:00 - Tweaking first and last layers 02:47 - What are the benefits of using larger models 05:58 - Understanding GPU memory ...

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