Building Blocks of Machine Learning Welcome to "Building Blocks of Machine Learning," a comprehensive lesson designed to lay the foundation for a deep understanding of machine learning principles. As doctoral students in a Computer Science program, you are embarking on a journey to explore the intricate world of machine learning—the driving force behind cutting-edge technologies and innovations. Objective: In this lesson, our primary objective is to equip you with a solid foundation in machine learning principles, terminology, and the underlying mathematical concepts. As future leaders in the field, it's crucial to not only grasp the theory but also understand how these concepts manifest in real-world applications. What to Expect: Fundamentals of Machine Learning: Dive into the core principles, differentiate between types of machine learning, and explore the mathematical concepts that form the backbone of this discipline. Key Terminology: Master the vocabulary of mach...