What you'll learn

Machine learning and AI are rapidly growing domains, and a foundational level of understanding is becoming valuable and even necessary across many industries. In this course, Foundations of Machine Learning Engineering, you’ll learn the basic concepts of machine learning engineering and how ML models are developed, deployed, and maintained. First, you’ll explore an overview of the ML domain. Next, you’ll discover the machine learning workflow, covering data collection, model development, deployment, and monitoring. Finally, you’ll learn about the challenges in the machine learning domain. When you’re finished with this course, you’ll have the skills and knowledge of machine learning needed to continue your learning in this domain and participate in basic discussions about ML applications.