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QuickRef.ME: Quick Reference – A huge curated library of cheatsheets and quick references

Anna's Archive – A large, open library for various textbooks.

Litsolutions – Step-by-step solutions for many university textbooks.

fast.ai Practical Deep Learning for Coders – Hands-on deep learning course using PyTorch.

The Hundred-Page Machine Learning Book – Concise overview of core ML concepts.

Papers with Code – Browse ML papers linked with code implementations.

Hugging Face Transformers Documentation – Library docs for modern NLP models.

Machine Learning from Scratch – Step-by-step machine learning implementations using only NumPy.

The Most Important Machine Learning Equations – Key ML equations with theoretical insight and Python examples.

Dive into Deep Learning – Interactive deep learning book with code, math, and discussions.

How to Scale Your Model (Systems View of LLMs) – Concise guide to scaling LLMs (TPU/GPU, parallelization, resource estimation).

Machine Learning Glossary – Visual explanations of machine learning concepts.

Elements of Data Science – Intro to data science for those with no programming experience.

CS231n Notes – Deep learning for computer vision course notes.

Mathematics for Inference and Machine Learning – Mathematical tools for inference and ML methodology design.

Build a Large Language Model (From Scratch) – Step-by-step guide to LLM internals and implementation.

Mathematics for Machine Learning – Provide necessary mathematical skills for advanced machine learning techniques

JUST THE MATHS – Compact, self-contained presentations of key mathematical topics.

Interactive Linear Algebra – Interactive resource for learning linear algebra concepts.

Feynman's Trick – A well written article about tricks of differentiation under integral sign & Leibniz Integral Rule

C++ Reference (cppreference) – Comprehensive C++ language and standard library reference.

C++ Core Guidelines – Best practices for modern C++.

Compiler Explorer – Explore compiled assembly for C++ code.

Tae Kim's Guide to Learning Japanese – Grammar guide for beginners to intermediate learners.

NHK Easy News – Simplified Japanese news articles with furigana.

Anki Spaced Repetition System – Flashcard system ideal for vocabulary retention.

Atomic Habits by James Clear – Framework for building and sustaining good habits.

Carol Dweck on Growth Mindset (TED Talk) – Overview of growth vs fixed mindset.

The War of Art by Steven Pressfield – Overcoming creative resistance.

How to Master Networking in 14 Minutes – Blueprint to build a professional network.

Storm: An LLM-powered knowledge curation system – A LLM system that writes Wikipedia-like articles from scratch based on Internet search.

Elicit: AI for scientific research – An AI assistant that can search academic papers, extract insights, and generate reports

Zotero: Personal Research Assistant – A free, easy-to-use tool to help collect, organize, annotate, cite, and share research.