Introduction to Machine Learning

This course will give you a fundamental understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.), and demonstrate how these models can solve complex problems in a variety of industries, from medical diagnostics to image recognition and text prediction. In addition, we have developed practical exercises that will allow you to gain hands-on experience in applying these data science models to data sets. These hands-on exercises will teach you how to implement machine learning algorithms using PyTorch, an open source library used by leading technology companies in the field of machine learning (e.g. Google, NVIDIA, CocaCola, eBay, Snapchat, Uber and many others).