Overview of Machine Learning

Most people see Machine Learning as robots that will dominate the world, computers winning against people in board games, robot butlers. However, Machine Learning can be things simpler than that and also be used in thousands of different tasks. Personally, my first experience with Machine Learning was in 2019 during my internship at a startup, where I make a system that could automatically count insects using only an RGB image. I don't know when was the first time that you have heard about Machine Learning, but probably this can take less than a decade, however, Machine Learning is not a young approach. First of all, Machine Learning is not a magic trick, there is Math behind that, of course, our computer wasn't be able to learn if we didn't set up a well-defined mathematical model.