Teaching

I was working as a Course Instructor at Stevens Institute of Technology. I have taught three Master's core courses (3 credits). 

Course contents and slides can be found below.

• BIA-660-B: Web Mining and Natural Language Processing (2024 Spring)

• BIA-580-C: Mathematical Foundations of Business Analytics (2023 Fall)

• BIA-810-A: Special Topics in Business Analytics and Analytics (2023 Spring)

I taught BIA-660-B: Web Mining and Natural Language Processing in 2024 Spring Semester. 

• Classroom Location: [ Kidde Building 228 ]

• Meeting Time: [ Thursday 6:30 - 9:00 PM ]

This course offers a comprehensive examination of web mining and text analysis techniques using Python.

Key topics encompass:

(1) Data collection from the Web,

(2) Parsing and cleansing of structured and unstructured text,

(3) Foundations of Machine Learning and Deep Learning,

(4) Basics of Natural Language Processing (NLP),

(5) Text mining with Large Language Models (LLMs).

--------- Previous Semester ---------

BIA-580-C: Foundations of Business Analytics (2023 Fall Semester)

• Classroom Location: [ Martha Bayard Stevens Hall 104 ]

• Meeting Time: [ Tuesday 6:30 - 9:00 PM]

This 3-credit course covers the major mathematical and statistical concepts underlying the field of business analytics. Content include:

(1) Essential mathematical and statistical concepts through one or more business applications, which bridge the gap between theory and practice. 

(2) Proficient Python Programming skills through examples and assignments.

Course Content: