We will walk you through all the aspects of machine learning from simple linear regressions to the latest neural networks, and you will learn not only how to use them but also how to build them from scratch.
Big part of this path is oriented on Computer Vision(CV), because it’s the fastest way to get general knowledge, and the experience from CV can be simply transferred to any ML area.
We will use TensorFlow as a ML framework, as it is the most promising and production ready.
Learning will be better if you work on theoretical and practical materials at the same time to get practical experience on the learned material.
Also if you want to compete with other people solving real life problems I would recommend you to register on Kaggle, as it could be a good addition to your resume.
Python. You don’t have to be a guru, the basic knowledge will be just fine. For anything else there are manuals)