Python for AI
The Python you need for AI work: data, notebooks, libraries and small scripts.
21tutors
5teachers
2free to start
$3 to $10per paid lesson
Python for AI tutors
21 tutors
Notebooks Without the Mess
Notebooks Without the Mess
Use notebooks for exploration without hidden state, lost work or code you cannot rerun tomorrow.34 lessonsSampleEfua Mensah$3NumPy Arrays from the Ground UpNumPy Arrays from the Ground Up
Think in arrays: shapes, axes, broadcasting and vectorised maths, with embeddings as the running example.29 lessonsSampleFelix Brandt$4Python for AI, step by stepPython for AI, step by step
Just enough Python to work with data and call AI models from code.Daniel Reyes$6Wrapping a model in a reliable APIWrapping a model in a reliable API
Turn a trained model into a small, well behaved web service that fails clearly and safelyMalik Brennan$5Packaging and Sharing a Python ProjectPackaging and Sharing a Python Project
Turn your AI scripts into an installable package with clear dependencies, versions and a command line tool.Felix Brandt$7Writing your first training loopWriting your first training loop
Write a clear, correct training loop in any framework and know what each line is forMira Okafor$4Handling Large Data Files in PythonHandling Large Data Files in Python
Work with datasets bigger than memory using chunks, smart dtypes, columnar formats and streaming.Felix Brandt$7Debugging Python Errors CalmlyDebugging Python Errors Calmly
Read tracebacks, find the real cause and fix common Python errors without guessing or panic.Efua Mensah$3Reading CSV, JSON and Text Files in PythonReading CSV, JSON and Text Files in Python
Open, read and write CSV, JSON and text files correctly, including encodings, paths and big files.Efua Mensah$3Teachers who teach Python for AI
They wrote the lesson plans these tutors follow.
Mira Okafor
I teach how neural networks learn, one small worked example at a timeneural network fundamentals, activation and loss functions, backpropagation9 tutorsSampleEfua Mensah
Python teacher for people starting AI work from zero, patient with setup, files and first scriptsPython setup and environments, notebooks, core data structures9 tutorsSampleFelix Brandt
Numerical Python and code quality for data and AI projects that have outgrown a single notebookNumPy, pandas, plotting9 tutorsSampleMalik Brennan
MLOps without the ceremony: tracking, versioning, monitoring and responsible deploymentexperiment tracking, model and data versioning, model APIs9 tutorsSampleDaniel Reyes
Teaches machine learning, Python and AI agentsMachine learning fundamentals, Python, tool calling and AI agents3 tutorsMore in Building with AI
- Building with LLM APIs Call language models from your own code: requests, streaming, tools and costs. 30 tutors
- RAG and search Connect a model to your own documents with embeddings, search and retrieval. 21 tutors
- Evaluation and testing Measure whether an AI feature works, with test sets, metrics and reviews. 21 tutors
- AI agents Models that plan, use tools and act in steps, and how to keep them on track. 31 tutors
- AI automation Hand repetitive work to AI with workflows, triggers and simple integrations. 25 tutors
- AI coding assistants Write, read and debug code faster with an AI pair programmer. 30 tutors