How to Learn Machine Learning and Deep Learning: a guide for Software Engineers - Renan Moura

Jeremy Howard goes super practical on the missing piece in Ng's course covering a topic that is, for many classical problems, the best solution out there. Fast.ai's approach is what is called Top-Down, meaning they show you how to solve the problem and then explain why it worked, which is the total opposite of what we are used to in school. Jeremy also uses real-world tools and libraries, so you learn by coding in industry-tested solutions. The reason why we are all here, Deep Learning! Again, the best resource for it is Professor Ng's course, actually, a series of courses.