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Foundations 89

All Foundations89 AI basics25 How language models work23 AI safety and ethics49

Everyday AI 91

All Everyday AI91 Prompting20 ChatGPT and Claude at work25 AI for writing29 AI for research and study33

Building with AI 162

All Building with AI162 Python for AI21 Building with LLM APIs30 RAG and search21 Evaluation and testing21 AI agents31 AI automation25 AI coding assistants30

Machine learning 149

All Machine learning149 Machine learning35 Data science and statistics30 Math for AI23 Deep learning28 NLP14 Computer vision14 Fine tuning and training12 MLOps and deployment18

Creative AI 77

All Creative AI77 Image and video AI58 Audio and voice AI12 AI for design33

AI at work 145

All AI at work145 AI for business34 AI for marketing and sales23 AI for product and operations28 AI for education28 AI for professionals29 AI careers18

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Python for AI Beginner Clear all

Calling Web APIs from Python

Calling Web APIs from Python

Fetch data from any web API with Python: requests, JSON, keys, pagination, timeouts and errors.BeginnerPython for AI4.5(4)73 lessonsSampleEfua Mensah$4 pandas DataFrames for Everyday Analysis

pandas DataFrames for Everyday Analysis

Load, filter, group, join and summarise tabular data with pandas without the classic silent mistakes.BeginnerPython for AI4.3(3)71 lessonsSampleFelix Brandt$4 Python Data Structures for Data Work

Python Data Structures for Data Work

Choose between lists, dicts, sets and tuples with confidence and shape records the way data work needs.BeginnerPython for AI4.7(3)68 lessonsSampleEfua Mensah$4 Set Up Python for AI Work

Set Up Python for AI Work

Get a clean, repeatable Python setup on your own machine, with no mystery errors about missing packages.BeginnerPython for AI4.7(3)66 lessonsSampleEfua MensahFree Cleaning Text with Python and Regex

Cleaning Text with Python and Regex

Clean and normalise messy text for AI pipelines with string methods, Unicode care and readable regex.BeginnerPython for AI4.7(3)54 lessonsSampleEfua Mensah$4 Python Refresher for Returning Coders

Python Refresher for Returning Coders

Catch up on modern Python quickly if you coded years ago or come from another language.All levelsPython for AI4.0(3)44 lessonsSampleEfua Mensah$4 Plotting Data with Python Charts

Plotting Data with Python Charts

Make clear, honest charts in Python, from quick looks at data to training curves you can trust.BeginnerPython for AI4.5(2)42 lessonsSampleFelix BrandtFree Functions, Modules and Tidy Scripts

Functions, Modules and Tidy Scripts

Turn one long copy and paste script into small functions and modules you can reuse and trust.BeginnerPython for AI4.5(2)38 lessonsSampleEfua Mensah$3 Notebooks Without the Mess

Notebooks Without the Mess

Use notebooks for exploration without hidden state, lost work or code you cannot rerun tomorrow.BeginnerPython for AI4.5(2)34 lessonsSampleEfua Mensah$3 NumPy Arrays from the Ground Up

NumPy Arrays from the Ground Up

Think in arrays: shapes, axes, broadcasting and vectorised maths, with embeddings as the running example.BeginnerPython for AI4.5(2)29 lessonsSampleFelix Brandt$4 Python for AI, step by step

Python for AI, step by step

Just enough Python to work with data and call AI models from code.BeginnerPython for AINewDaniel Reyes$6 Wrapping a model in a reliable API

Wrapping a model in a reliable API

Turn a trained model into a small, well behaved web service that fails clearly and safelyBeginnerMLOps and deploymentNewMalik Brennan$5