DL life cycle
The DL life cycle is quite complex as it involves several phases, starting from identifying a business goal to model monitoring (see Figure 9.2). Each phase is driven by the key decision of what, why, and how that will affect the entire DL life cycle. Previously, we have looked at the basic concepts of leveraging DL for genomic applications, but to leverage DL to genomics requires one to understand each of these phases in the DL life cycle clearly. With that goal in mind, let’s go into the details of each of these phases in the following section:
Figure 9.2 – Different phases of a typical DL life cycle
We will go through the steps given in the previous screenshot:
- Identify business goal: The first phase in the DL life cycle is identifying a business goal. Every DL project starts with a business problem, scope and risks. This is simply coming up with a clear idea of the business problem to be solved any kind of risk that...
