Statistics for Machine Learning (7-Day Mini-Course)

Statistics is a field of mathematics that is universally agreed to be a prerequisite for a deeper understanding of machine learning. Although statistics is a large field with many esoteric theories and findings, the nuts and bolts tools and notations taken from the field are required for machine learning practitioners. With a solid foundation of what statistics is, it is possible to focus on just the good or relevant parts. In this crash course, you will discover how you can get started and confidently read and implement statistical methods used in machine learning with Python in seven days. This is a big and important post. You might want to bookmark it.