Summary

In this chapter, we focused on the strategies and rules to follow to get the best performance from your models. The list here is not exhaustive, and since AI technology is still maturing, in the years to come we may see more rules and heuristics emerge. Still, if you follow the advice in the chapter, you will be able to move from the alchemical nature of AI models to more reliable, robust, and reproducible behavior.

In the next chapter, we will explore the TensorFlow ecosystem and see how we can integrate all that is covered in this book into practical business applications.