If you plan to implement your own AI models, what are the main steps to consider? What are the best practices? Well, first of all, it’s critically important that your data is fairly clean and structured in a way to allow for modelling (see Chapter 2).
Here are some other steps to look at:
- Identify a problem to solve.
- Put together a strong team.
- Select the right tools and platforms.
- Create the AI model (we went through this process in Chapter 3).
- Deploy and monitor the AI model.
Let’s take a look at each.

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