Course Outline
The Evolution of Artificial Intelligence
- Intelligent Agents
Problem-Solving Techniques
- Search-Based Problem Solving
- Advances Beyond Classical Search
- Adversarial Search Strategies
- Constraint Satisfaction Problems
Knowledge and Logical Reasoning
- Logical Agents
- First-Order Logic
- Inference Methods in First-Order Logic
- Classical Planning
- Planning and Action in Real-World Scenarios
- Representing Knowledge
Reasoning with Uncertain Information
- Measuring Uncertainty
- Probabilistic Reasoning
- Time-Series Probabilistic Reasoning
- Simple Decision-Making Processes
- Complex Decision-Making Processes
Machine Learning
- Learning from Examples
- Knowledge Integration in Learning
- Learning Probabilistic Models
- Reinforcement Learning
Communication, Perception, and Action
- Natural Language Processing
- Using Natural Language for Communication
- Perception Systems
- Robotics
Conclusions
- Philosophical Underpinnings
- Current State and Future of AI
Requirements
A 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.
