← Basic Theory
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Basic Theory
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Foundational concepts of generative AI, major players, model types, and core terminology.
9 Topics
Generative AI
Introduction to generative artificial intelligence - what it is, how it works, a...
The Big Players
Overview of major companies and organizations driving the AI revolution....
LLM and GPT
Large Language Models and the GPT architecture that started the revolution....
Diffusion Models
Understanding image and video generation with diffusion-based approaches....
Multimodality
AI models that work with multiple data types simultaneously....
Reasoning
AI reasoning capabilities - chain of thought, thinking models, and logical infer...
Foundation Models
The concept of foundation models - large pre-trained models adapted for many tas...
Data Type Classification
Categorizing AI models by what data types they handle as input and output....
State of the Art (SOTA)
Understanding state-of-the-art benchmarks, rankings, and how to track the latest...