Assistant Teaching Professor
University of Colorado Boulder
Coursera
Discover the power of deep learning with our beginner-friendly course. From multilayer perceptrons to convolutional and recurrent neural networks, you'll learn essential techniques to tackle complex data sets in fields like image analysis, text processing, and beyond.
Coursera
Embark on a journey into the world of supervised machine learning with this foundational online course. Designed for beginners and advanced learners alike, you'll delve into essential algorithms like linear and logistic regression, K-nearest neighbors (KNN), decision trees, random forest, boosting techniques, and kernel methods such as support vector machines (SVM). This course is perfect for those looking to harness the predictive power of data.
Coursera
Dive into the world of unsupervised algorithms with this comprehensive online course. Learn dimensionality reduction, clustering, and more while applying these techniques in practical examples like building a product recommendation system. Master the art of finding hidden structures within your data.