Road map for a data scientist

Question

I am currently trying to learn data science and I have completed basics of python .I want to know the road map for becoming a data scientist,like what are the topics i need in math and statistics

Answer 1

https://openstax.org/subjects/math

Scroll down to the statistics section and read those books. After that, move to data structures and algorithms.

I also recommend Designing Data Intensive Applications after you gain some familiarity with the topics above.

Answer 2

Depends on what learning path you're planning to take (Data Engineering, Data Analysis, ML/DL) , because this is a very huge field. I recommend that you do some research about these sub-fields and learn about them, because then you'll be able to decide what do you need to learn and how you'd do it. It'll be a way more clear, less overwhelming, and less time-consuming. Good luck with your journey!

Answer 3

there is no "the best" roadmap.
search for data science jobs and read what they need, which skills they want...