Geena Kim

Assistant Teaching Professor
University of Colorado Boulder

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Unsupervised Algorithms in Machine Learning (Coursera)

Apr 1st 2024
Unsupervised Algorithms in Machine Learning (Coursera)
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In this course, we will learn selected unsupervised learning methods for dimensionality reduction, clustering, finding latent features, and application cases such as recommender system with hands-on examples of product recommendation algorithms.

Introduction to Machine Learning: Supervised Learning (Coursera)

In this course, you’ll be learning various supervised ML algorithms and prediction tasks applied to different data. You’ll learn when to use which model and why, and how to improve the model performances. We will cover models such as linear and logistic regression, KNN, Decision trees and ensembling methods [...]

Introduction to Deep Learning (Coursera)

Deep Learning is the go-to technique for many applications, from natural language processing to biomedical. Deep learning can handle many different types of data such as images, texts, voice/sound, graphs and so on. This course will cover the basics of DL including how to build and train multilayer perceptron, [...]