UC Berkeley CS188 Introduction to Artificial Intelligence Fall 2021 &
Shanghaiteh CS181 Artificial Intelligence 1 Spring 2022
It is based on CS188, and covers all its contents: programming project and writing homework. I also include my modified version of slides, with some extra notes.
CS181 Including some extra topics in AIMA:
First-order logic
Propositional logic
Markov logic
NLP basics
Our project is targeting at predicting the covid infection outcome of large group of people based on their health - related factors.
We performed Multiple methods on the dataset, including Naïve Bayes, Decision Trees, SVM, Neural Networks ...
You can check Project_Covid_Predicition\Project_report.pdf for more details.
The scale of this project is limited because the timeline of this course is compressed due to the covid outbreak in Shanghai. : (
Enjoy your journey!