animerecsys

climate-change-data

:earth_africa: A curated list of APIs, open data and ML/AI projects on climate change

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

copilot-docs

Documentation for GitHub Copilot

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science-interviews

Data science interview questions and answers

educate-resource-for-machine-learning

fastblog

My fastai blog

fastbook

The fastai book, published as Jupyter Notebooks

github-slideshow

A robot powered training repository :robot:

glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

hands-on-transfer-learning-with-python

Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

jupyter-text2code

A proof-of-concept jupyter extension which converts english queries into relevant python code

linkedin-data-set

An attempt to scrape data from LinkedIn to extract job related insights 3-5 months down the line

loandefaulterlendingclub

machine-learning-nd-portfolio

Machine Learning Engineer Nanodegree portfolio, which includes projects and their notebooks/reports.

mohithrajashekar

Config files for my GitHub profile.

pifuhd

High-Resolution 3D Human Digitization from A Single Image.

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

python

Practice Practice Practice

python-random-quote

A file-based quote bot written in Python

spinninguprdl

An educational resource to help anyone learn deep reinforcement learning.

sql

statistics-for-data-science

Learning Statistics is one of the most Important step to get into the World of Data Science and Machine Learning. Statistics helps us to know data in a much better way and explains the behavior of the data based upon certain factors. It has many Elements which help us to understand the data better that includes Probability, Distributions, Descriptive Analysis, Inferential Analysis, Comparative Analysis, Chi-Square Test, T Test, Z test, AB Testing etc.

t-test-an-correlation-using-python

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.