Start with the problem
Choose a small question you would like a system to answer. A concrete goal makes it easier to connect abstract ideas.
Build your foundations
Learn basic Python, explore data and understand the difference between training a model and using one. The AI for Beginners curriculum connects these topics.
Make a small experiment
Run a baseline, inspect the output and ask where it fails. Keep notes on what you changed.
Decide what comes next
Use your experiment and capability profile to identify the next concept to study.
