Course Outline
The History of Artificial Intelligence
- Intelligent Agents
Problem-Solving Techniques
- Addressing Problems Through Search
- Extending Beyond Classical Search
- Competitive Search
- Constraint Satisfaction Issues
Knowledge and Reasoning
- Logical Agents
- First-Order Logic
- Reasoning in First-Order Logic
- Standard Planning
- Planning and Action in Real-World Scenarios
- Representing Knowledge
Handling Uncertain Knowledge and Reasoning
- Measuring Uncertainty
- Reasoning with Probabilities
- Probabilistic Reasoning Across Time
- Simple Decision-Making
- Complex Decision-Making
Learning
- Learning via Examples
- The Role of Knowledge in Learning
- Acquiring Probabilistic Models
- Reinforcement Learning
Communication, Perception, and Action
- Processing Natural Language
- Using Natural Language for Interaction
- Perception
- Robotics
Conclusions
- Philosophical Underpinnings
- AI: Current Status and Future Prospects
Requirements
Basic understanding of computing, biology, mathematics, and physics
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.
