As a coding and machine learning tutor, my teaching methods centers on engaging my students through a combination of theoretical concepts and practical exercises. I believe that it's important to understand the underlying principles and theories behind programming and machine learning before diving into the practical application. To that end, I begin each session with a brief overview of the theoretical concepts, followed by hands-on exercises that allow my students to apply what they've learned in real-time.