"The purpose of a storyteller is not to tell you how to think, but to give you questions to think upon."
– Brandon Sanderson, The Way of Kings
Imagine the field of AI as a huge national park. In previous chapters, we guided you along several exciting trails and showed you the most interesting sights for mobile developers. But there is still so much more that is unexplored. So, in this chapter, we want to provide you with a map of the common paths, from idea to production. We've outlined dangerous zones and left notes on solo hiking best practices! We also want to point out several interesting directions for your future exploration.
In this chapter, we will discuss the following topics:
- The path from idea to production
- Common pitfalls in machine learning projects also known as machine learning gremlins
- Machine learning best practices...