18 Machine Learning Best Practices

As we mentioned, making a business problem statement is crucial when it comes to building machine learning applications. However, since it is not techy and exciting a lot of people de-prioritize it and overlook it. So, the advice is – spend some time on your problem, think about it and think about what are you trying to achieve. Don't just look at it from the perspective of "I want more clicks on my website", or "I want to earn more money". A well-defined problem looks something like this – "What helps me sell more e-books?".