Course Outline
History of Artificial Intelligence
- Intelligent Agents
Problem Solving
- Problem Solving Through Search
- Advanced Search Techniques Beyond Classical Methods
- Adversarial Search
- Constraint Satisfaction Problems
Knowledge and Reasoning
- Logical Agents
- First-Order Logic
- Inference Within First-Order Logic
- Classical Planning
- Planning and Acting in Real-World Scenarios
- Knowledge Representation
Uncertain Knowledge and Reasoning
- Measuring Uncertainty
- Probabilistic Reasoning
- Temporal Probabilistic Reasoning
- Making Simple Decisions
- Making Complex Decisions
Learning
- Learning from Examples
- Role of Knowledge in Learning
- Learning Probabilistic Models
- Reinforcement Learning
Communication, Perception, and Action
- Natural Language Processing
- Natural Language for Communication
- Perception
- Robotics
Conclusions
- Philosophical Foundations
- AI: Current State and Future Prospects
Requirements
A basic understanding of computing, biology, mathematics, and physics is recommended.
Testimonials (4)
Getting people that never used AI some repetition in prompting and people that do use AI to consider different methods to using it.
Matthew Gay - Tarsus Pharmaceuticals
Course - Artificial Intelligence (AI) Overview
I really liked the end where we took the time to play around with CHAT GPT. The room was not set up the best for this- instead of one large table a couple of small ones so we could get into small groups and brainstorm would have helped
Nola - Laramie County Community College
Course - Artificial Intelligence (AI) Overview
Information. Hunters willingness to help me on develop a chat to for the process I was working on was great. The Chat was simple but will save time and peaked my intererst in other ways my office can use AI.
Arlene - Laramie County Community College
Course - Artificial Intelligence (AI) Overview
Hunter is fabulous, very engaging, extremely knowledgeable and personable. Very well done.
