This course provides an introduction to machine learning on unstructured data sets, focusing on text and image data. More specifically, students learn the proper machine learning workflows and techniques for extracting critical insights and then apply their knowledge to real-world text and image data sets. The course includes an overview of these highly complex topics, focusing on the key intuition behind established approaches and hands-on application of techniques. Credits: 4