Course Outline
The Evolution of Artificial Intelligence
- Intelligent Agents
Problem Solving
- Approaches to Solving Problems through Search
- Extending Beyond Classical Search Techniques
- Adversarial Search Methods
- Handling Constraint Satisfaction Problems
Knowledge and Reasoning
- Agents Based on Logic
- First-Order Logic Concepts
- Inference Mechanisms in First-Order Logic
- Classical Planning Techniques
- Planning and Execution in Real-World Scenarios
- Methods for Knowledge Representation
Handling Uncertain Knowledge and Reasoning
- Measuring and Quantifying Uncertainty
- Techniques in Probabilistic Reasoning
- Temporal Aspects of Probabilistic Reasoning
- Decision-Making for Simple Scenarios
- Complex Decision-Making Strategies
Learning Processes
- Learning from Specific Examples
- Integrating Knowledge into Learning
- Acquiring Probabilistic Models
- Principles of Reinforcement Learning
Communication, Perception, and Action
- Foundations of Natural Language Processing
- Using Natural Language for Communication
- Mechanisms of Perception
- Robotics Applications
Concluding Thoughts
- Philosophical Underpinnings
- The Current State and Future of AI
Requirements
A solid foundation in computing, biology, mathematics, and physics is required.
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.
