Course Outline
The Evolution of Artificial Intelligence
- Intelligent Agents
Problem Solving Techniques
- Solving Problems Through Search
- Extensions Beyond Classical Search
- Adversarial Search Strategies
- Constraint Satisfaction Challenges
Knowledge and Logical Reasoning
- Logical Agents
- First-Order Logic
- Inference Methods in First-Order Logic
- Classical Planning Approaches
- Planning and Acting in Real-World Scenarios
- Representing Knowledge
Handling Uncertain Knowledge and Reasoning
- Measuring and Quantifying Uncertainty
- Probabilistic Reasoning Methods
- Probabilistic Reasoning Over Time
- Decision-Making in Simple Contexts
- Complex Decision-Making Processes
Machine Learning Paradigms
- Learning from Examples
- Role of Knowledge in Learning
- Learning Probabilistic Models
- Reinforcement Learning
Communication, Perception, and Action
- Natural Language Processing
- Using Natural Language for Communication
- Perception Systems
- Robotics Applications
Conclusions
- Philosophical Underpinnings
- AI: Current State and Future Outlook
Requirements
General familiarity with 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.
