Course Outline
The History of Artificial Intelligence
- Intelligent Agents
Problem Solving
- Approaching Problems Through Search
- Expanding Beyond Classical Search
- Adversarial Search
- Constraint Satisfaction Problems
Knowledge and Reasoning
- Logical Agents
- First-Order Logic
- Inference Using First-Order Logic
- Classical Planning
- Planning and Acting in Real-World Scenarios
- Knowledge Representation
Reasoning with Uncertain Knowledge
- Measuring Uncertainty
- Probabilistic Reasoning
- Temporal Probabilistic Reasoning
- Making Simple Decisions
- Navigating Complex Decisions
Learning
- Learning via Examples
- Role of Knowledge in Learning
- Training Probabilistic Models
- Reinforcement Learning
Communication, Perception, and Action;
- Natural Language Processing
- Using Natural Language for Communication
- Perception
- Robotics
Conclusions
- Philosophical Underpinnings
- AI: Current State and Future Outlook
Requirements
A general understanding of computing, biology, mathematics, and physics.
Testimonials (3)
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.
