Machine Learning In Economics

Lecture Notes

Lecture Slides 0

Lecture Slides 0: Set Up Your Own AI Assistants.

Lecture Slides 1

Lecture Slides 1: Machine Learning Basics

Lecture Slides 2

Lecture Slides 2: ML methods for regression

Lecture Slides 3

Lecture Slides 3: ML methods for classification

Lecture Slides 4

Lecture Slides 4: Fully Connected Neural Network

Lecture Slides 5

Lecture Slides 5: Convolutional Neural Network

Lecture Slides 6

Lecture Slides 6: Large Language Model

Class Requirements

Presentation (30%)

Each student is required to present a paper related to machine learning or deep learning at the end of this semester. Ideally, the selected paper should be relevant to the student’s ongoing research.

Final Report (70%)

Each student needs to turn in one proposal stating how they can apply these machine learning models to their current research. (2-3 pages, Times New Roman, 12pt, 1.5 line space)

Final Report DUE DATE: 2026-07-08 23:59

Please submit your proposal here: submission portal