Classes and Materials
I am sharing here a personal curation of the best materials I found on the internet: tutorials, articles, books, and courses. These materials are largely available for free.
Bayesian Statistics
Build models that learn from data and quantify our uncertainty in a flexible and intelligent way.
Operations Research
Set of techniques that finds the best possible decisions to solve complex problems.
Probabilistic Simulation
The art of generating and forecasting probabilistic outcomes using Monte Carlo Simulation.
Basic Python
The basics to get started in data science and programming with one of the most powerful and well-known languages.
Python on the Web
Web applications and APIs with Django and FastAPI to make models and applications available on the internet.
Pandas, Numpy and Scipy
The fundamental libraries for manipulation, analysis, and scientific computing in Python.
Database and SQL
Learn how to store, query, and manage large volumes of data efficiently and robustly.
Basic Computing
Based on Nand2Tetris: Build a computer from scratch, understanding everything from logic gates to the operating system.