Learn the foundational concepts of machine learning through this introductory lecture that explores its widespread applications and fundamental principles. Discover what constitutes learning in the context of machine learning while gaining insights into this powerful and ubiquitous tool. Get acquainted with course policies and administrative details that will guide the semester's learning journey. Access additional resources and materials through the course website to enhance understanding of these preliminary machine learning concepts.