Exploring Practical Deep Learning For Coders 5
Exploring Practical Deep Learning For Coders 5 reveals several interesting facts.
- Q&A and all resources for this lesson available here: https://forums.fast.ai/t/lesson-2-official-topic/96033 00:00 - Introduction 00:55 ...
- 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 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 ...
- Practical Deep Learning for Coders
- MIT 15.773 Hands-On
In-Depth Information on Practical Deep Learning For Coders 5
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 ... INTRO TO NLP AND RNNS We start by combining everything we've learned so far to see what that buys us; and we discover that ... 00:00 Review 02:09 TwoR model 04:43 How to create a decision tree 07:02 Gini 10:54 Making a submission 15:52 Bagging ... Week
BUILDING RNNS This lesson starts by introducing a new tool, the MixIterator, which will (finally!) allow us to fully implement the ...
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