How To Advance In Data Science. My tips and experience to become a high… | by Egor Howell | Mar, 2024

When you turn out to be a knowledge scientist, it’s an excellent feeling figuring out that your days, weeks, and even months of learning and studying have lastly paid off.

Nevertheless, that is simply the beginning.

Chances are high you don’t need to be any knowledge scientist, however in all probability an excellent one. So, on this article I need to go over a number of issues you must do to push your self into the highest 1% of information scientists from my private experiences and from what I’ve noticed from these high echelon of practitioners.

An concept that the guide Atomic Habits (by James Clear) made fashionable is that bettering 1% day-after-day vastly compounds over time.

• 1% enchancment day-after-day is 1.01³⁶⁵ ~ 38
• 1% decline day-after-day is 0.99⁹³⁶⁵ ~ 0.026

By making small optimistic selections every day as a knowledge scientist, your progress will compound, pushing you into that elite tier.

Okay certain, this sounds good on paper, however what are you able to do to implement this in apply?

Effectively, one of the simplest ways is to study one thing new every day. It doesn’t matter how small it’s, in case you are selecting up information each single day, for sure, this can profit you in the long run.

I may give you some examples to attempt:

• As a substitute of Pandas, use a package deal like Polars or Spark to study a brand new knowledge manipulation framework.
• Write aliases for any terminal or command line prompts you regularly use.
• When doing a code assessment, ask why somebody has executed one thing a sure means.
• Pair with a software program engineer to study some productiveness ideas on your IDE.

A great way to maintain your self accountable is to write down down one thing new you discovered at…