Course Description

"Machine learning is revolutionizing the way businesses operate and make decisions. As a product manager, it is essential to have a strong understanding of this powerful technology in order to effectively lead and innovate in today's data-driven world. In this course, offered by Duke University, you will gain a comprehensive foundation in machine learning, from the basics of algorithms and data analysis to the practical applications of regression and deep learning. Through a combination of lectures, hands-on exercises, and real-world case studies, you will learn the key concepts and techniques used in machine learning. You will also develop a strong understanding of probability and statistics, which are crucial for making informed decisions and evaluating the performance of machine learning models. By the end of this course, you will have the skills to confidently apply machine learning to your product management role. You will be able to identify opportunities for using machine learning, understand how it can improve business outcomes, and effectively communicate and collaborate with data scientists and other technical team members. With a