Deep Learning for Coders / Chapter-13 / Week-12
Published:
Convolutional Neural Networks (Part - 1)
Blog posts
2021
Deep Learning for Coders / Chapter-8 / Week-10
Published:
Collaborative Filtering
Deep Learning for Coders / Chapter-7 / Week-9
Published:
Techniques to Train a State-Of-The-Art Model
Hugging Face + FastAI
Published:
Training Transformers with Fastai
Deep Learning for Coders / Chapter-6 / Week-8
Published:
Multi-Label Classification
Hugging Face + FastAI - Session 2
Published:
FastAI + HF Learnings - Week -2
Deep Learning for Coders / Chapter-5 (part-2) / Week-7
Published:
Making a Model Better
Hugging Face + FastAI - Session 1
Published:
FastAI + HF Learnings - Week -1
Deep Learning for Coders / Chapter-5 / Week-6
Published:
KeyPoints from Chapter-5 (PET BREEDS)
Deep Learning for Coders / Chapter-4(Part-2) / Week-5
Published:
KeyPoints from Chapter-4 2nd Half (Training a Digit Classifier)*
Deep Learning for Coders / Chapter-4(Part-1) / Week-4
Published:
KeyPoints from Chapter-4 1st Half (Training a Digit Classifier)
Deep Learning for Coders / Chapter-2 / Week-3
Published:
This following notes is from the Week-3 of the FastAI/fastBook reading session hosted by Aman Arora (Weights & Baises)
Deep Learning for Coders / Chapter-1 / Week-2
Published:
This following notes is from the Week-2 of the FastAI/fastBook reading session hosted by Aman Arora (Weights & Baises)
Deep Learning for Coders / Chapter-1 / Week-1
Published:
This following notes is from the Week-1 of the FastAI/fastBook reading session hosted by Aman Arora (Weights & Baises)
Deep Learning for Coders - Lesson-0 / Week-0
Published:
Pre-Note: The following summary/notes would be a combination of Reading the book “DeepLearning for coders with fastai & Pytorch” & watching the lectures from Jeremy’s course where he taught this at the University of SFO in 2020 and publicly made available through his youtube channel.