Rodolfo De Nadai

Here you might find papers, blogs, books, articles, etc. that I've read and / or I think it's worth sharing.

AI / Machine Learning

• Paid
  • The Hundred-Page Machine Learning Book
• Free
  • Deep Learning
  • Dive into Deep Learning
  • The Little Book of Deep Learning
  • Processamento de Linguagem Natural

Python

• Free
  • Fluent Python
  • Think Python

Architecture

• Free
  • Crafting Interpreters
  • Software Engineering: A Modern Approach

• Robust Speech Recognition via Large-Scale Weak Supervision (Whisper)
• Were RNNs All We Needed?
• Hallucination is Inevitable: An Innate Limitation of Large Language Models

AI / Machine Learning

• HuggingFace

PostgreSQL

• PostgreSQL

Python

• Python
• Python Cheatsheet
• Real Python
• What the f*ck Python!
• Awesome Python
• Podcasts
  • Talk Python to Me
  • Python Bytes
• Libraries
  • FastAPI
  • Starlette
  • uvicorn
  • Pydantic
  • SQLAlchemy
  • uv

Rust

• The Rust Programming Language
• Rust by Example
• Asynchronous Programming in Rust
• The Cargo Book
• Rust Atomics and Locks
• The Rustonomicon
• Welcome to Comprehensive Rust
• Rust Language Cheat Sheet

Javascript

• The Modern JavaScript Tutorial
• MDN Web Docs
• Javascript Cheatsheet

General

• How to Read Research Papers: A Pragmatic Approach for ML Practitioners

AI / Machine Learning

• Embeddings: What they are and why they matter

Architecture

• The Twelve-Factor App
• Catálogo de Code Smells ORM

Functional Programming

• Mostly Adequate Guide
• Monads For The Rest Of Us

SQL

• SQL Iceberg