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

[Lectrure Slides 6]

Lecture Slides 6: Large Language Model

Class Requirements

Final Report (100%)

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: