This course will start from the basics and work upto doing data analysis using numpy, pandas, matplotlib and basic ML concepts using sci-kit learn.
This course will start from linear regression, and work through examples of classification on images, text and tabular data.
If you prefer a more statistical approach this course is for you. Will assume some statistical knowledge. However, this course is focused on practical Bayesian inference, and not necessarily the maths.