Course Outline
The Evolution of Artificial Intelligence
- Intelligent Agents
Problem-Solving Strategies
- Solving Problems Through Search
- Strategies Beyond Classical Search
- Adversarial Search Techniques
- Constraint Satisfaction Problems
Knowledge and Reasoning
- Logical Agents
- First-Order Logic
- Inference Within First-Order Logic
- Classical Planning
- Planning and Acting in Real-World Scenarios
- Knowledge Representation
Reasoning Under Uncertainty
- Quantifying Uncertainty
- Probabilistic Reasoning
- Temporal Probabilistic Reasoning
- Simple Decision-Making
- Complex Decision-Making
Machine Learning
- Learning from Examples
- Integrating Knowledge in Learning
- Learning Probabilistic Models
- Reinforcement Learning
Communication, Perception, and Action
- Natural Language Processing
- Natural Language for Communication
- Perception Systems
- Robotics
Conclusions
- Philosophical Foundations
- AI: Current Landscape and Future Prospects
Requirements
Foundational 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.
