Media Summary: 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 ... 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 4 - Detailed Analysis & Overview
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 ... 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 ... Q&A and all resources for this lesson available here: 00:00 - Introduction 00:55 ... 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 - Tweaking first and last layers 02:47 - What are the benefits of using larger models 05:58 - Understanding GPU memory ...
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 ... Go to for code, notebooks, quizzes, etc. This course is designed for people with some
