Pro data science in Python - Udemy

This course explores several data science and machine learning techniques that every data science practitioner should be familiar with. This course explores the fundamental concepts in these big four topics, and provides the student with an overview of the problems that can be solved nowadays. I only focus on the computational and practical implications of these techniques, and it is assumed that the student is partially familiar with Statistics-ML-Data Science - or is willing to complement the techniques presented here with theoretical material. The teaching strategy is to briefly explain the theory behind these techniques, show how these techniques work in very simple problems, and finally present the student with some real examples. I believe that these real examples add an enormous value to the student, as it helps understand why these techniques are so used nowadays (because they solve real problems!)