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

If you change into a data scientist, it’s a superb feeling determining that your days, weeks, and even months of studying and learning have lastly paid off.

However, that’s merely the start.

Chances are high excessive you don’t should be any data scientist, nevertheless possibly a superb one. So, on this text I have to go over a variety of points you need to do to push your self into the best 1% of knowledge scientists from my personal experiences and from what I’ve seen from these excessive echelon of practitioners.

An idea that the information Atomic Habits (by James Clear) made modern 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 picks day by day as a data scientist, your progress will compound, pushing you into that elite tier.

Okay sure, this sounds good on paper, nevertheless what can you do to implement this in apply?

Successfully, one of many easiest methods is to check one factor new day by day. It doesn’t matter how small it’s, in case you’re choosing up info every single day, for positive, this could revenue you in the long term.

I’ll offer you some examples to try:

• As an alternative of Pandas, use a bundle deal like Polars or Spark to check a model new data manipulation framework.
• Write aliases for any terminal or command line prompts you recurrently use.
• When doing a code evaluation, ask why anyone has executed one factor a positive means.
• Pair with a software program program engineer to check some productiveness concepts in your IDE.

A good way to keep up your self accountable is to write down down down one factor new you found at…

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