NUS CS5242 Neural Networks and Deep Learning, Xavier Bresson, 2025

NUS CS5284 Graph Machine Learning course, Xavier Bresson, 2024

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. 「妙计包」是一个包含50+点击率预估和推荐系统深度模型的、通过TensorFlow和PyTorch撰写的库。

This is a repo with links to everything you'd ever want to learn about data engineering

A book series (2 published editions) on the JS language.

Papers from the computer science community to read and discuss.

24 Lessons, 12 Weeks, Get Started as a Web Developer

All the resources you need to get to Senior Engineer and beyond

Algorithm and data structure articles for https://cp-algorithms.com (based on http://e-maxx.ru)

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

Bottom Up Computer Science

A curated list of awesome Go frameworks, libraries and software

Stanford ACM-ICPC related materials

CMU 15-445 course project: A relational database management system for SQLite

The Python programming language

Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems …

Course notes for CS228: Probabilistic Graphical Models.

Public facing notes page

CME 213 Spring 2021

VIP cheatsheets for Stanford's CS 229 Machine Learning

💯 Curated coding interview preparation materials for busy software engineers