Machine Learning From Scratch: Part 1 – Towards Data Science

The main goal I have is to equip the reader with an in-depth understanding of the fundamentals of applied machine learning. If you would like to build a solid foundation to analyze the implications of artificial intelligence for your industry and your personal life, then this series is for you. The plan is to cover the the most successful machine learning models as well as some of the latest validated research trends. I will not discuss any approaches that have either failed to gain traction or any speculative ideas that have yet to receive empirical support. The material is self-contained and develops the foundations of applied machine learning one step at a time.