Data science for the 3rd year - where should the student move so as not to fail?

Question

IT education

A good and smart student really wants to get into Data Science and ask questions. Please help who touched this particular profile.

1. Data science - how to study, online or offline? (outside the university, the university is a good basic technical, but not according to the data, of course)
   
2. What courses in Moscow do you recommend, the level is a 3rd year student, mathematics is confident. I am considering ShAD and Yandex Workshop - is it worth it?
   
3. What exactly will not be in the courses and is it better to study on your own right away?
   
4. How deep to dig the math?
   
5. Where to look for an internship and what exactly you need to know before an interview for a junior scientist?
   

Answer 1

how to study, online or offline?

Is there a difference?

What courses in Moscow do you recommend, level - 3rd year student

Powerful.

Where to look for an internship and what exactly you need to know before an interview for a junior scientist?

June should be able to solve problems. Come up with any problem and solve it.

Good and smart student

Moreover, the same reviews on courses and ShAD - from "super cool" to "money drain".

I don’t know what is meant by “good”, but I have doubts about “smart”.
As a matter of fact - there would be a good jelly - already would work. And if he is looking for courses in the 3rd year - this is a tin.

Answer 2

In general, first consider free resources, stepik / coursers / sites on the net, read literature, paid courses are usually expensive and not worth the money.
If you need a plan, google data science roadmap.
roadmap example

What courses in Moscow do you recommend, the level is a 3rd year student, mathematics is confident.

It's not worth saying so, mathematics is a large area and it has sections. It is worth saying what sections you understand.

What exactly will not be in the courses and is it better to study on your own right away?

You are in the 3rd year studying in those. university and can’t look at the online course program and see what is being studied there?