🤖 Category
Understand how generative AI works and learn to use it well, safely and honestly.
6 courses
AI · Generative AI
Learn how chatbots like ChatGPT, Claude and Gemini work, how to ask them well, and how to check and use their answers safely.
Not started
Get consistently better results from AI: advanced prompting, how language models work inside, grounding answers in sources, and using AI well at work and study.
Build real AI features: call a model API, use tools and agents, evaluate and test reliably, and manage security, ethics and governance.
AI · Machine Learning
Learn how computers learn patterns from examples: data, features, training, testing and the common ways models go wrong.
Train and evaluate real models in Python: regression, classification, metrics, cross-validation, pipelines, tuning and ensembles.
Understand how neural networks learn, the main deep learning architectures, clustering and dimensionality reduction, and how to deploy and monitor models.
