Advices for Beginners in Machine Learning

Everyone started working, in every domain, having zero experience (obviously), we're not yet that advanced to load knowledge in our brains without having to work hard and fail until we get better. If you want to leave now and stop reading this, I will give you what I think is the best advice for anyone starting doing something in every domain: learn, work and make mistakes until you become good at it. Nobody will ever ask a junior to be performant from the first day, month or even year. Of course, it is expected that you know the basis, that at least you have done some little personal projects, but do not feel ashamed or stressed if you do not know about a technique or notion from machine learning. This field is growing so vast that even experts can be surprised by something they did not know about.