Classification with Logistic Regression

MSAIL
Sep 17, 2020
Slides Colab Notebook

Topic: Classification with Logistic Regression
Presenter: Kevin Wang

Kevin taught some members of MSAIL some basics of machine learning, culminating in building out a classification model for MNIST from scratch using logistic regression. Classification is the process of categorizing data into predetermined groups, and logistic regression is a means to build a classifier (though certainly not the only means to do so).

We couldn’t find the recording of this session, but be sure to check out the supplemental materials.

Supplemental Resources

Lesson slides
Lesson Colab notebook
Basic matrix operations
Basic Python programming

Classification Logistics Regression Introduction ML Linear Classifier