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Lesson 8 Practical Deep Learning For Coders 2022

Exploring Lesson 8 Practical Deep Learning For Coders 2022

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  • 00:00:00 - Using Huggingface 00:03:24 - Finetuning pretrained model 00:05:14 - ULMFit 00:09:15 - Transformer 00:10:52 - Zeiler ...
  • 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 ...

In-Depth Information on Lesson 8 Practical Deep Learning For Coders 2022

00:00 - Neural net from scratch 04:46 - Parameters in PyTorch 07:42 - Embedding from scratch 12:21 - Embedding interpretation ... NB: We recommend watching these videos through rather than directly on YouTube, to get access to the ... 00:00 - Tweaking first and last layers 02:47 - What are the benefits of using larger models 05:58 - Understanding GPU memory ... NB: We suggest watching these from rather than via youtube.com, so can can access any recent ...

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