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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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Inbox Automation That Does Not Lose Emails

Inbox Automation That Does Not Lose Emails

Sort, label, summarise and route email automatically while every message stays findableBeginnerAI automation4.5(4)104 lessonsSampleIsabela Duarte$4 The Tool Calling Loop, Explained Step by Step

The Tool Calling Loop, Explained Step by Step

See exactly what happens, message by message, when a model calls a tool and gets the result backBeginnerAI agents4.5(4)83 lessonsSampleHiroshi TanabeFree Profiling and Speeding Up Python

Profiling and Speeding Up Python

Find where your Python data and AI code really spends time and memory, then fix the parts that matter.AdvancedPython for AI4.7(3)78 lessonsSampleFelix Brandt$10 Agent or Workflow? Choosing the Right Design

Agent or Workflow? Choosing the Right Design

Decide in ten minutes whether your idea needs an agent, a fixed workflow or a single good promptBeginnerAI agents4.7(3)75 lessonsSampleHiroshi Tanabe$4 Evaluating Retrieval Quality

Evaluating Retrieval Quality

Measure whether your retrieval finds the right passages with real queries, relevance labels and the right metrics.AdvancedEvaluation and testing4.7(3)75 lessonsSampleFumiko Arai$11 Scheduled Reports That People Read

Scheduled Reports That People Read

Automate weekly reports with AI written summaries that are accurate, short and actually usedBeginnerAI automation4.3(3)73 lessonsSampleIsabela Duarte$4 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 Working in a Terminal Based Coding Agent

Working in a Terminal Based Coding Agent

Use a command line coding agent to explore, edit, test and commit code safely in real projectsIntermediateAI agents4.7(3)72 lessonsSampleJude Mensah$8 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 Image embeddings and visual search

Image embeddings and visual search

Build image similarity and text to image search, and measure whether results are actually relevantIntermediateComputer vision4.7(3)71 lessonsSampleNoor Siddiqui$7 Reviewing AI Written Code Line by Line

Reviewing AI Written Code Line by Line

Catch the plausible bugs, invented APIs and quiet shortcuts that AI generated code often hidesIntermediateAI coding assistants4.7(3)71 lessonsSampleIlse Vermeulen$7 Evaluating an AI Feature Before Launch

Evaluating an AI Feature Before Launch

Build an evaluation set, grade outputs reliably and set launch gates your team agrees onAdvancedAI for product and operations4.7(3)70 lessonsSampleSanjana Rao$14