Forecast

Sales forecasting, demand, revenue, and seasonality.

Basket Analysis

Which products are most likely to be sold together.

MixPizza

Maximize profit by producing the optimal quantity of each pizza flavor.

A/B Test

Hypothesis testing to compare strategies and make data-driven decisions.

Survival Analysis

Survival analysis to predict churn and customer retention.

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.