Taught by https://shengpu-tang.me/
Machine learning is a subfield of AI that enables machines to learn from data and perform tasks without explicit programming. It powers applications in science (e.g., diagnosis, personalized medicine) and consumer tech (e.g., recommender systems, chatbots).
We explored and implemented key machine learning concepts through course activities, and I've summarized some of them below.
Getting used to Python
Palmer Penguins Dataset Analysis
CVS files and Pandas Dataframe
Logistic Regression Model
Predicting Survival of ICU Patients
Convolution Neural Network Model