My Favorite Machine Learning Resources (in no particular order)

Machine learning is a rapidly expanding field and it can be difficult to find beginner resources to get introduced to the topics you are interested in. When I first started getting into machine learning is was hard to find resources that both covered in detail the topic in which I was interested and were also written for someone with a beginner's knowledge of machine learning. After about four years of researching a variety of topics related to machine learning, these are the resources that I have found to be the most helpful for someone getting started in the field. Machine learning is a field that is evolving extremely rapidly, and as such printed material cannot keep up with all of the new innovations. Because of this, some of the best platforms to get updated information in machine learning are blogs and websites. Medium is an online publishing platform that hosts several blogs that are dedicated to machine learning and data science.