Exploring Practical Deep Learning For Coders 4
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- 00:00 Introduction and survey 01:36 "Lesson 0" How to fast.ai 02:25 How to do a fastai lesson 04:28 How to not self-study 05:28 ...
- 00:00 - Tweaking first and last layers 02:47 - What are the benefits of using larger models 05:58 - Understanding GPU memory ...
- Q&A and all resources for this lesson available here: 00:00 - Introduction 00:55 ...
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In-Depth Information on Practical Deep Learning For Coders 4
00:00:00 - Using Huggingface 00:03:24 - Finetuning pretrained model 00:05:14 - ULMFit 00:09:15 - Transformer 00:10:52 - Zeiler ... COLLABORATIVE FILTERING, EMBEDDINGS, AND MORE When we ran this class at the Data Institute, we asked what students ... 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 ...
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