Learn how to design systems at scale and prepare for system design interviews

Best Practices on Recommendation Systems

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

A collection of inspiring resources related to engineering management and tech leadership

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

Probabilistic Machine Learning: Advanced Topics

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

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

Jupyter notebooks for course "Computational Morphology with HFST".

An open collection of methodologies to help with successful training of large language models.

Open-Source Information Retrieval Courses @ TU Wien

The Data Engineering Cookbook

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

📋 A list of open LLMs available for commercial use.

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

Learn make by example

21 Lessons, Get Started Building with Generative AI

Understanding Deep Learning - Simon J.D. Prince

Confidence interval computation for evaluation in machine learning using the bootstrapping approach

A guide for technical professionals looking to start consulting

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Machine Learning Journal for Intermediate to Advanced Topics.

Textbook on reinforcement learning from human feedback