Introduction to Machine Learning

Introduction to Machine Learning

Credential
Department

Electrical and Computer Engineering

Overview

This course will provide you a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.) as well as demonstrate how these models can solve complex problems in a variety of industries, from medical diagnostics to image recognition to text prediction.

In addition, this course features practice exercises that will give you hands-on experience implementing these data science models on data sets. These practice exercises will teach you how to implement machine learning algorithms with TensorFlow, open source libraries used by leading tech companies in the machine learning field such as Google, NVIDIA, CocaCola, eBay, Snapchat and Uber.

Instructors

Lawrence Carin
Lawrence Carin

Professor of Electrical and Computer Engineering

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