Solution Architecture & Project Development
- Problem Definition:
This initial step involves understanding the core issue the project aims to address. It likely includes gathering requirements from stakeholders and defining project goals.
- Data Collection:
Here, the team gathers the data required to tackle the problem. This may involve collecting new data or using existing datasets.
- Algorithm Selection:
In this stage, developers choose the most suitable algorithm to analyze the collected data in order to address the problem.
- Preprocessing:
The data is prepared for the chosen algorithm in this stage. This may involve cleaning the data, formatting it correctly, and handling any missing values.
- Coding and Deployment:
Finally, developers write the code using the chosen algorithm and the prepped data. Once the code is functional, it’s deployed into production.
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