Present the solution

Let's assume our model passes all the tests and is proven to perform better than the model currently in production. Hence, we proceed to the next step of our pipeline i.e. Present the Solution.

We need to take care of several things while presenting the solution such as-

Highlighting what we have learned, what worked and what didn't, our system assumptions and limitations, and details about the data we used.
Creating a documentation of our system and including every noticeable detail in it.
Creating nice presentations with clear visualizations.

and many more. Even if you have built a great model, but fail to present it well, then also your efforts will be wasted.

The success of your presentation will be judged not by the knowledge you send but by what the listener achieves.

~ Lilly Walters

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End-to-End ML Project- Beginner friendly

Present the solution

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