Machine learning is by no means easy to master. First, you need to have a level of comfortability with statistics, algorithms, and of course, working with data. The main challenges with machine learning are that you’ll need knowledge, but also creative thinking, problem-solving, and determination. Machine learning often requires thinking outside of conventions.