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Swanky3332019-10-10 22:44:09
Career in IT
Swanky333, 2019-10-10 22:44:09

Will they take me to data analysis or bi-developer?

What is the essence of the question, after graduating from the university, she worked quite successfully in logistics for 8 years. But I'm tired, there is a lot of stress, and the project on which I worked can be closed, but I'm not interested in being just a forwarding stool. I plan to change the type of activity in half a year or a year. Involves data science/data analysis/data-mining/bi-development. But DS is already a tower, here you have to sit around for three or four years and your brains work at the speed of light in a vacuum, I don’t have such an opportunity (and my brains are a little worse). Therefore, I lean more towards DA (maybe with ML) or BI-development.
What is there and at what level:
1. Technical education (automation engineer), economic education (logistic economist)
2. English (something between Intermediate and Upper Intermediate), I speak well on everyday topics, I read technical articles and documentation with Google Translate (where familiar topics are already without it).
3. Higher mathematics - from the moment of graduation from the university everything was forgotten, but already restored some sections in memory (LA, differential calculus) - it does not cause difficulties at the level of the book of D. Written
4. Math. statistics - the very basics (at the level of normal distribution, regression and simple hypotheses), I refreshed my memory with a course on the basics of statistics on the steppe (recommend a good book to deepen knowledge or courses)
5. Programming: Python (numpy, pandas - the basics), I know and understand simple algorithms, I can implement (I haven’t read Cormac, especially Knuth :)
6. Excel - an experienced user (including pivot tables, complex functions, simple macros) 7. SQL
- I can write a simple query with joins (Access was at the university, but I don’t plan to revive it) analytics, a book or courses will come in handy)
8. Data Visualization (Tableu basics, just beginning), here I think to deal with color science and dash board design
. I think that's all I can get out of her.
Everything that I wrote, I plan to pump further (in the applied direction).
What else do you plan before the end of this year?
1. Learn ML algorithms on this Yandex coursehttps://habr.com/ru/company/yandex/blog/208034/
2. Learn SPSS functionality
3. Linux (Ubuntu) basics many vacancies require
And now the question is what else is worth studying, what to look at, what to pay attention to. And will I have enough time (as I already outlined half a year, a year). I can do about 4-5 hours every day, no more, because. have a small child.

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