BUAN 4061: Advanced Business Analytics

Session Date

Description

Readings

Task (see D2L for deadlines)

Jan 18

• Introduction

Jan 23

• Python basics (I)

NB. 1

Jan 25

• Python basics (II)

NB. 2

• Quiz 1

Jan 30

• Numpy

NB. 3

Feb 1

• Group Formation

Feb 6

• Pandas (I)

NB. 4

Feb 8

• Pandas (II)

NB. 5

• Assignment 1

Feb 13

• Neural Networks (I)

Ch. 1

Feb 15

• Neural Networks (II)

• Assignment 2

Feb 20

• Image Classification (I)

Ch. 2

Feb 22

• Image Classification (II)

Feb 27

• Convolutional Neural Networks (I)

Ch. 3

Mar 1

• Convolutional Neural Networks (II)

• Quiz 2

Mar 6

• Exam I review

Mar 8

• Exam I

Mar 13

• Spring Break

Mar 15

• Spring Break

Mar 20

• Using Public Datasets (I)

Ch. 4

Mar 22

• Using Public Datasets (II)

• Quiz 3
• Assignment 3

Mar 27

• Natural Language Processing (I)

Ch. 5

• Group Project Phase I

Mar 29

• Natural Language Processing (II)

Apr 3

• Natural Language Processing (III)

Ch. 6

Apr 5

• Natural Language Processing (IV)

Apr 10

• Easter Break

Apr 12

• Recurrent Neural Networks (I)

Ch. 7

Apr 17

• Recurrent Neural Networks (II)

• Quiz 4
• Assignment 4

Apr 19

• Exam II review

Apr 24

• Exam II

Apr 26

• Human Biases and AI Ethics (I)

Ch. 20

• Quiz 5

May 1

• Human Biases and AI Ethics (II)

• Quiz 6

May 3

• Project Presentations

• Group Project Phase II
• Group Project Presentation

• This course does not have a final exam