introduction to ai - uwyo.educlan/teach/ai19/introduction.pdf · introduction to ai chao lan....

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Introduction to AI Chao Lan

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Page 1: Introduction to AI - uwyo.educlan/teach/ai19/introduction.pdf · Introduction to AI Chao Lan. Course Information Time & Location: MWF 1:10-2pm, EN3102 ... Artificial Intelligence

Introduction to AI

Chao Lan

Page 2: Introduction to AI - uwyo.educlan/teach/ai19/introduction.pdf · Introduction to AI Chao Lan. Course Information Time & Location: MWF 1:10-2pm, EN3102 ... Artificial Intelligence

Course InformationTime & Location: MWF 1:10-2pm, EN3102

Instructor: Chao Lan ([email protected]), EN4087

TAs: Austin Okray ([email protected]), Zhen Wang ([email protected]), EN 4084A

Office Hour: W&F, 2-4:30pm

Website: https://www.cs.uwyo.edu/~clan/teach/ai2019

Page 3: Introduction to AI - uwyo.educlan/teach/ai19/introduction.pdf · Introduction to AI Chao Lan. Course Information Time & Location: MWF 1:10-2pm, EN3102 ... Artificial Intelligence

Prerequisites COSC 3020 (big “O”) or approval of the instructor.

Working knowledge on probability (e.g., independence, expectation) is required.

Sufficient programming skills (in Python) is required.

Write assignments in Latex.

Page 4: Introduction to AI - uwyo.educlan/teach/ai19/introduction.pdf · Introduction to AI Chao Lan. Course Information Time & Location: MWF 1:10-2pm, EN3102 ... Artificial Intelligence

Reference (more will be added)

Page 5: Introduction to AI - uwyo.educlan/teach/ai19/introduction.pdf · Introduction to AI Chao Lan. Course Information Time & Location: MWF 1:10-2pm, EN3102 ... Artificial Intelligence

PoliciesGrading

- 4550: assignment 50%, midterm1 15%, midterm2 15%, final 20%

- 5550: assignment 65%, midterm1 10%, midterm2 10%, final 15%

Assignment(AM)

- written AM must be done in Latex and submit a hard copy (pdf file will not be graded)

- programming AM needs to submit both printed report and Python code (zipped, email)

Late AM or exam submission will not be graded.

Page 6: Introduction to AI - uwyo.educlan/teach/ai19/introduction.pdf · Introduction to AI Chao Lan. Course Information Time & Location: MWF 1:10-2pm, EN3102 ... Artificial Intelligence

Pen and paper for in-class exercise

Page 7: Introduction to AI - uwyo.educlan/teach/ai19/introduction.pdf · Introduction to AI Chao Lan. Course Information Time & Location: MWF 1:10-2pm, EN3102 ... Artificial Intelligence

Course Overview

Search

Decision Making

Machine Learning

Application

Social Concern

Page 8: Introduction to AI - uwyo.educlan/teach/ai19/introduction.pdf · Introduction to AI Chao Lan. Course Information Time & Location: MWF 1:10-2pm, EN3102 ... Artificial Intelligence

Topic 1: Search

Page 9: Introduction to AI - uwyo.educlan/teach/ai19/introduction.pdf · Introduction to AI Chao Lan. Course Information Time & Location: MWF 1:10-2pm, EN3102 ... Artificial Intelligence

Topic 2: Decision Making

Page 10: Introduction to AI - uwyo.educlan/teach/ai19/introduction.pdf · Introduction to AI Chao Lan. Course Information Time & Location: MWF 1:10-2pm, EN3102 ... Artificial Intelligence

Topic 3: Machine Learning

Page 11: Introduction to AI - uwyo.educlan/teach/ai19/introduction.pdf · Introduction to AI Chao Lan. Course Information Time & Location: MWF 1:10-2pm, EN3102 ... Artificial Intelligence

Topic 4: Application

Page 12: Introduction to AI - uwyo.educlan/teach/ai19/introduction.pdf · Introduction to AI Chao Lan. Course Information Time & Location: MWF 1:10-2pm, EN3102 ... Artificial Intelligence

Topic 5: Social Concerns