Course Outline
The History of Artificial Intelligence
- Intelligent Agents
Problem Solving
- Approaches to Problem Solving via Search
- Extending Classical Search Methods
- Adversarial Search Techniques
- Constraint Satisfaction Problems
Knowledge and Reasoning
- Logical Agents
- First-Order Logic
- Inference Techniques in First-Order Logic
- Classical Planning
- Planning and Execution in Real-World Scenarios
- Methods of Knowledge Representation
Knowledge and Reasoning Under Uncertainty
- Measuring and Quantifying Uncertainty
- Probabilistic Reasoning
- Time-Based Probabilistic Reasoning
- Decision-Making in Simple Contexts
- Navigating Complex Decisions
Learning
- Learning Through Examples
- The Role of Knowledge in Learning
- Training Probabilistic Models
- Reinforcement Learning
Communication, Perception, and Action
- Natural Language Processing
- Natural Language for Effective Communication
- Sensory Perception
- Robotics
Conclusions
- Philosophical Underpinnings of AI
- AI: Current Status and Future Trajectories
Requirements
A general understanding of computing, biology, mathematics, and physics is recommended.
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.
