Exploring Practical Deep Learning For Coders 8
Let's dive into the details surrounding Practical Deep Learning For Coders 8.
- Go to https://course.fast.ai for code, notebooks, quizzes, etc. This course is designed for people with some
- 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 ...
- 00:00:00 - Using Huggingface 00:03:24 - Finetuning pretrained model 00:05:14 - ULMFit 00:09:15 - Transformer 00:10:52 - Zeiler ...
- Kaggle notebook with all the code: https://www.kaggle.com/wwsalmon/simple-mnist-nn-from-scratch-numpy-no-tf-keras Blog ...
In-Depth Information on Practical Deep Learning For Coders 8
00:00 - Neural net from scratch 04:46 - Parameters in PyTorch 07:42 - Embedding from scratch 12:21 - Embedding interpretation ... Week Practical Deep Learning for Coders NB: We recommend watching these videos through https://course.fast.ai rather than directly on YouTube, to get access to the ...
That wraps up our extensive overview of Practical Deep Learning For Coders 8.