Lesson 2 Practical Deep Learning For Coders 2022 Information Center
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Introduction to Lesson 2 Practical Deep Learning For Coders 2022
Q&A and all resources for this lesson available here: NB: We recommend watching these videos through rather than directly on YouTube, to get access to the ... 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 ... 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 - Tweaking first and last layers 02:47 - What are the benefits of using larger models 05:58 - Understanding GPU memory ... 00:00 - Neural net from scratch 04:46 - Parameters in PyTorch 07:42 - Embedding from scratch 12:21 - Embedding interpretation ...
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Lesson 2: Practical Deep Learning for Coders 2022
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Last Updated: June 4, 2026
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