Why Data Science May Not Be For You – Towards Data Science

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Egor Howell
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While I think data science is probably the best profession, it’s not for everyone. I believe anyone can become a data scientist, but that doesn’t mean they should. So, in this article, I want to go through tell-tale signs that a career as a data scientist may not be suitable for you.
I would like to note that this article is not to discourage you in any way but to be transparent about some of the realities and key aspects of the role that people may not enjoy.
Like it or not, math is a crucial skill for a data scientist.
When it comes to the required math level for data science roles, it’s important to note that it can vary between companies and specific specialisms. However, a good starting point is typically A-level / High School math. Ideally, you should aim to be at the level of the first year or two of most university STEM (science, tech, engineering, maths) degrees.


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Towards Data Science
Top Writer: DS, ML, AI , Statistics & Optimization. 🎬 https://www.youtube.com/@egorhowell. —- All opinions here are my own.
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