Bridge the gap between AI curiosity and AI understanding. Discover why linear algebra, calculus, and probability are the three pillars of artificial intelligence, see how each one powers real AI systems like neural networks and LLMs, and get a clear learning path to master them all.
3 módulos • 9 aulas
Master the fundamentals of artificial intelligence without the technical jargon. Understand what AI is, how it works, and how it's transforming our world. Perfect for complete beginners, business leaders, and anyone curious about the AI revolution. No coding required.
Master linear algebra through the lens of artificial intelligence. Learn vectors, matrices, dot products, eigenvalues, and tensors by seeing exactly how they power neural networks, transformers, embeddings, and other AI systems.
Master the probabilistic foundations of artificial intelligence. Learn probability fundamentals, Bayes' theorem, distributions, expected value, maximum likelihood estimation, and how AI systems handle uncertainty to make predictions.
Learn to write effective prompts for AI image generators like Midjourney, DALL-E, and Stable Diffusion. Master the anatomy of good prompts, style keywords, composition techniques, and avoid common mistakes.
Learn to extract structured data from PDF documents using AI tools like ChatGPT and Claude. Master techniques for tables, forms, scanned documents, and converting to spreadsheet formats.
Learn to use AI to write complex Excel formulas in just 20 minutes. Master prompting techniques for VLOOKUP, SUMIF, nested IFs, and formula debugging with practical exercises.