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 (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.
