Supervised and unsupervised learning: understanding the target
Learn how a known target guides supervised learning, how unsupervised learning explores structure, and why a column’s role depends on your question.
-
-
Python basics: variables, lists, dictionaries, conditions, loops and functions
Learn Python basics through 11 concepts: variables, strings, lists, dictionaries, conditions, loops and functions, with a notebook and a solved exercise.
-
Install Python with uv, VS Code and Jupyter
Set up a Python project on Windows with uv, configure VS Code and Jupyter, then check the notebook’s kernel and library versions.
-
AI, machine learning and deep learning: understanding the differences
Understand AI, machine learning, deep learning and generative AI through one concrete problem, then follow the steps from training a model to using it in an application.
