This course is an introduction to concepts and techniques in modern data science and machine learning. The course will be geared towards understanding the theory behind machine learning techniques at a technical level, as well as their practical applications. The course will also serve as an introduction to the activities performed by hands-on machine learning experts in the financial and professional services industries.