Navi’s Road to AI - Prelude 🎵
Sharing my own experience in learning Artificial Intelligence
Why Writing This
This fall I start my first graduate semester in UI. As a student with another background, CS 440 - Artificial Intelligence is the first PURE CS professional course I take, and it is also a starting point of my road to IT industry.
Thanks so much to this great course and the help of Professor Fleck, who is a very nice person, I really enjoyed the learning process and was deeply fascinated by the AI world. Hence, I think it is necessary to record my learning experience, not only as a review, but also as a heuristic.
heuristic: the informed search strategy which uses a heuristic function to guide search.
References
- CS 440/ECE 448 - Artificial Intelligence - Fall 2019
- Artificial Intelligence: A Modern Approach (Third Edition)
Contents
- Introduction
- Search
- Robot Motion
- Constraint Satisfaction
- Classical Planning
- Probability
- Naive Bayes
- Bayes Nets
- Natural Language
- Hidden Markov Models
- Computer Vision
- Classification
- Linear Classifiers
- Neural Nets
- Reinforcement Learning
- Game Search
- Vector semantics
from course import knowledge
if __name__ == '__main__':
print("Keep Calm and Carry On!")
