Course Outline
History of Artificial Intelligence
- Intelligent Agents
Problem-Solving Techniques
- Approaching Problems Through Search
- Strategies Beyond Classical Search
- Adversarial Search Methods
- Addressing Constraint Satisfaction Problems
Knowledge and Reasoning
- Agents Based on Logic
- Principles of First-Order Logic
- Deduction in First-Order Logic
- Traditional Planning Methods
- Planning and Execution in Real-World Scenarios
- Representing Knowledge
Handling Uncertain Knowledge and Reasoning
- Measuring Uncertainty
- Applying Probabilistic Reasoning
- Probabilistic Inference Over Time
- Decision-Making in Simple Scenarios
- Navigating Complex Decisions
Machine Learning
- Learning Through Examples
- Incorporating Knowledge into Learning Processes
- Training Probabilistic Models
- Reinforcement Learning Methods
Communication, Perception, and Action
- Processing Natural Language
- Using Natural Language for Communication
- Mechanisms of Perception
- Robotic Systems
Summary
- Philosophical Underpinnings
- AI: Current State and Future Directions
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.
