Python for AI
All frameworks
Where to start · by Coding Labs

Python for AI

Python from your first line to classes, Pydantic, async and pytest, on one AI program.

34 lessons3h 27m reading8 sections
01First lines of Python0/7 · 35m
Python for AI overview5m
Installation and setup4m
print()4m
Variables5m
Strings6m
Numbers and type conversion5m
if, elif and else6m
Section quiz · 5 questionsNot taken
02Many values0/5 · 28m
Lists5m
for loops6m
Dictionaries6m
Lists of dictionaries6m
List comprehensions5m
Section quiz · 5 questionsNot taken
03Functions0/4 · 24m
Functions6m
Function arguments6m
Functions as values6m
import and modules6m
Section quiz · 5 questionsNot taken
04Files, JSON and errors0/4 · 23m
Reading and writing files5m
JSON6m
Stand-in model6m
try and except6m
Section quiz · 5 questionsNot taken
05Classes and objects0/4 · 26m
Classes7m
Methods6m
dataclasses6m
Inheritance7m
Section quiz · 5 questionsNot taken
06Types and validation0/3 · 19m
Type hints5m
Pydantic models7m
model_validate_json7m
Section quiz · 4 questionsNot taken
07Waiting on models0/3 · 21m
async and await7m
asyncio.gather7m
Timeouts and retries7m
Section quiz · 5 questionsNot taken
08A real project0/4 · 31m
Virtual environments and pip7m
pytest7m
pytest.raises and parametrize7m
Project: ticket triage10m
Section quiz · 5 questionsNot taken