Displaying 273 resources

Lecture notes on reinforcement learning

Reinforcement learning is an appealing subject. Firstly, it is a very general concept: an agent interacts with an environment with the goal to maximize the rewards it receives from the environment.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Large Language Models, ChatGPT and University Education

This lecture overviews the impact of the Large Language Models, particularly of ChatGPT language model in Education, e.g., in Universities. First it present the ChatGPT transformer structure and ChatGPT training.
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Decision Surfaces. Support Vector Machines

This lecture overviews Decision Surfaces and, in particular, Support Vector Machines that have many applications in Machine Learning and Pattern Recognition. It covers the following topics in detail: Decision surfaces. Hyperplanes.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Algebraic Graph Analysis

This lecture overviews Algebraic Graph Analysis that has many applications in Network Theory, Web Science and Social Media Analytics. It covers the following topics in detail: Graph Basics.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Video Digitization

This lecture overviews   Video Digitization that has many applications in digital video and TV. It covers the following topics in detail: Video scanning and sampling. 3D data types (Digital video signal, volumetric images).
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

3D Image and Shape Compression

This lecture overviews 3D Image and Shape Compression hat has many applications in stereo imaging, cinema and 3D TV.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand