EconML

EconML

The Academic College of Tel Aviv-Yaffo/Instructor/24/25

This semester of Intro to ML @ MTA focused on applied machine-learning thinking for economics and management students, with concrete predictive tasks, evaluation, and real-world business-style examples.

Course Materials

Week 0

• EconML 25 - S0: Course Intro - Week 0 lecture slides

Week 1

• EconML 25 - S1: Classification with Churn Prediction - Week 1 lecture slides

Week 3

• EconML 25 - S3: Probability Estimation for Fraud Detection - Week 3 lecture slides

Week 4

• EconML 25 - S4: Deep Learning Applications - Week 4 lecture slides

General Materials

• EconML 25 - S1B: Classification with Churn Prediction - Imbalanced Learning - Lecture slides