AI·14h
Artificial Intelligence Fundamentals
From the basics of machine learning to deploying LLMs in real products.
Machine LearningLLMsPrompt EngineeringNeural NetworksEthics
First module free · Premium+ unlocks the rest
About this course
A foundational course covering how modern AI systems work, from classical machine learning to large language models. You'll learn how to choose the right approach for a problem, evaluate models honestly, and apply AI safely and ethically in a business context.
What you'll learn
- Explain how machine learning and deep learning differ, and when to use each.
- Design and evaluate a simple supervised learning pipeline end-to-end.
- Understand how transformers and LLMs work at a conceptual level.
- Apply prompt engineering techniques to get reliable answers from LLMs.
- Identify bias, hallucination and privacy risks in AI systems.
- Scope and estimate an AI project for a real business problem.
Roles this course opens up
Typical job titles that ask for this skill.
AI Engineer
Machine Learning Engineer
Data Scientist
AI Product Manager
MLOps Engineer
How access works
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First module free
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