jeffwen

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

rustlings

:crab: Small exercises to get you used to reading and writing Rust code!

professional-programming

A collection of learning resources for curious software engineers

comprehensive-rust

This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

awesome-system-design-resources

Learn System Design concepts and prepare for interviews using free resources.

prettymaps

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

ml-engineering

Machine Learning Engineering Open Book

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

fromthetransistor

From the Transistor to the Web Browser, a rough outline for a 12 week course

awesome-gis

😎Awesome GIS is a collection of geospatial related sources, including cartographic tools, geoanalysis tools, developer tools, data, conference & communities, news, massive open online course, some amazing map sites, and more.

statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

Data-Science-Interview-Questions-Answers

Curated list of data science interview questions and answers

maelstrom

A workbench for writing toy implementations of distributed systems.

python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

prml

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

DSAlgo

📚A repository that contains all the Data Structures and Algorithms concepts and solutions to various problems in Python3 stored in a structured manner.👨‍💻🎯

lectures

Lecture notes for EC 607

Deep-Learning-In-Production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

LoG

Level of Gaussians

academy

Ray tutorials from Anyscale

BookCode_Edition1

tufte_algorithms_book

A template for textbooks in the same style as Algorithms for Optimization

Interviews

SatelliteSfM

A library for solving the satellite structure from motion problem

google-swe-book

Software Engineering at Google for Kindle

r-econ-visual-library

This is a repository maintained by DIME Analytics and containing example graphs on how to create graphs for data analysis of Impact Evaluations using R.

couplingsmontecarlo

some scripts for the couplings enthusiasts!