Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Artificial Intelligence History
- Intelligent Agents
Problem Solving
- Solving Problems by Searching
- Beyond Classical Search
- Adversarial Search
- Constraint Satisfaction Problems
Knowledge and Reasoning
- Logical Agents
- First-Order Logic
- Inference in First-Order Logic
- Classical Planning
- Planning and Acting in the Real World
- Knowledge Representation
Uncertain Knowledge and Reasoning
- Quantifying Uncertainty
- Probabilistic Reasoning
- Probabilistic Reasoning over Time
- Making Simple Decisions
- Making Complex Decisions
Learning
- Learning from Examples
- Knowledge in Learning
- Learning Probabilistic Models
- Reinforcement Learning
Communicating, Perceiving, and Acting;
- Natural Language Processing
- Natural Language for Communication
- Perception
- Robotics
Conclusions
- Philosophical Foundations
- AI: The Present and Future
Requirements
General knowledge of computing, biology, mathematics and physics
7 Hours
Related Courses
H2O AutoML
14 Hours
AutoML with Auto-sklearn
14 Hours
AutoML with Auto-Keras
14 Hours
AlphaFold
7 Hours
TensorFlow Lite for Embedded Linux
21 Hours
TensorFlow Lite for Android
21 Hours
TensorFlow Lite for iOS
21 Hours
Tensorflow Lite for Microcontrollers
21 Hours
Deep Learning with Keras
21 Hours