Math 3094

Honors Undergraduate Course on Machine Learning

View the Project on GitHub jeremy9959/Math-3094-Spring-2021

Course outline

See this page for help on Anaconda, Jupyter, and Python.

Part One

Linear Regression (1/18/21-1/29/21)

Goals

References

Gradient Descent (2/2/21 - 2/12/21)

Goals:

References

Probability

Goals:

References

Logistic Regression

Goals:

References

Principal Component Analysis

Goals:

References

Bayesian Regression

Goals:

References

Support Vector Machines

Goals:

References: