List of Lists

A curated collection of awesome lists and resources I've found useful.

⚠️ This page and its content is a work in progress. ⚠️

Title ↕	Tags	Description ↕
Books	books reading programming data-science AI	A curated collection of books on programming, data science, AI, and technology.
Resources: Clean Code A Handbook of Agile Software Craftsmanship by Robert C. Martin Visit → The Pragmatic Programmer From Journeyman to Master by David Thomas and Andrew Hunt Visit → Python Tricks The Book by Dan Bader Visit → Hands-On Machine Learning With Scikit-Learn, Keras, and TensorFlow by Aurélien Géron Visit → The Elements of Statistical Learning Data Mining, Inference, and Prediction by Hastie, Tibshirani, and Friedman Visit →
Data Science	python data-science machine-learning tools resources	Tools/resources I've found quite helpful in the data science space.
Resources: Pandas Swiss army knife for data manipulation and analysis Visit → Polars Swiss army knife Level 2 Visit → Scikit-learn Traditional ML workhorse Visit →
LLM Stuff	llm tools resources	Collection of LLM tools, frameworks, and resources to do cool stuff.
Resources: instructor Structured outputs powered by LLMs. Visit → sglang Fast serving framework for large language models and vision language models. Visit → guidance A guidance language for controlling large language models. Visit → outlines A tool for Structured Text Generation Visit → promptflow Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring. Visit → lancedb Multimodal vector database. Visit → qdrant Vector search engine for AI applications. Visit → DSPy A framework for programming—not prompting—language models Visit →
Click-baity Stuff	mlops devops machine-learning	Collection of MLOps tools, frameworks, and best practices for production machine learning.
Resources: MLflow Platform for ML lifecycle management Visit →
MLOps Resources	mlops devops machine-learning	Collection of MLOps tools, frameworks, and best practices for production machine learning.
Resources: MetaFlow Build data and ml workflows Visit →
Podcasts	ml webdev AI data-science software-development world health	Collection of my favorite podcasts about tech, AI, science, software development, and more.
Resources: Latent Space Visit → Syntax Visit → Huberman Lab Visit → Local First Visit → Conversations with Tyler Visit → Metamuse Visit → CppCast Visit → TwiML Visit → Modern Wisdom Visit → Founders Visit → devtools FM Visit → Gradient Dissent Visit → Hard Fork Visit → High Agency Visit → Last Week in AI Visit → Lex Fridman Visit → The Pragmatic Engineer Visit → The Real Python Podcast Visit → Sample Space Visit → This Day in AI Visit → Talk Python to Me Visit → Software Engineering Daily Visit → School of Motion Podcast Visit → ReThinking Visit → Python Bytes Visit → Lenny's Podcast Visit → Book Overflow Visit → Revisionist History Visit → the futur Visit →
Productivity Tools	deep-work productivity tools	Collection of productivity tools, frameworks, and best practices for deep work.
Resources: TodoIst Task management tool Visit → Rise Calendar Cross-platform calendar app Visit → Obsidian Extensible/Malleable note-taking app Visit → Affine Collaborative, local-first, notion-replacement note-taking app Visit → 1Password Password manager Visit → Raindrop Bookmark manager Visit → Helix Modern terminal editor Visit → Tldraw Collaborative whiteboard Visit → OBS Open-source video recording and live streaming software Visit → Yazi 💥 Blazing fast terminal file manager written in Rust, based on async I/O. Visit → Pacseek Arch Linux TUI for searching and installing AUR packages Visit → mpv Play videos from your terminal. Visit → OnlyOffice Microsoft Office alternative Visit → Elia Chat A snappy, keyboard-centric terminal user interface for interacting with large language models. Visit → MarkText Nice-looking markdown editor Visit → LibreChat AI chat app for your terminal Visit → Perplexity AI AI search engine Visit →