Certainly, Rishika. I recommend considering booking a session with me, as I have relevant experience and expertise in the field.

When

developing a data science project, there are several key considerations to keep

in mind. Firstly, clearly define the project goals and objectives. Understand

the problem you are trying to solve and how data science can contribute to the

solution. Next, identify and gather the relevant data needed for your analysis.

Ensure the data is of good quality, properly cleaned, and appropriately

formatted for analysis.

It's

crucial to select the right algorithms and models for your project. Consider

the nature of the problem, the available data, and the desired outcomes.

Evaluate and compare different algorithms to determine the most suitable

approach.