Data Science : Is ML too mathy ? What math do I need to know ?

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Most people think that maths is boring and too difficult. But indeed maths is actually fun and very useful. Although basic usage of ML techniques does not need you to understand any maths behind it, but knowing basic maths will help you in understanding better. Math skills needed for ML include linear algebra, probability and stats, basic calculus, algorithms, and other related concepts like optimization and information theory.

[@MrEldoradoShorts]

Sir you are the best ... I was about to drop learning DS and python as I don't just love maths ...

[@RamCharan-bn5cb]

I am MBA finance student, can I learn data science course??

[@khwabvachhani2100]

Hello,
I am from India and i am currently in class 12th. Now i have this very big doubt on weather i should take B.Tec in CSE or AI. I want to persue my career in AI and i will doing till PhD. What my parents thinks that i should take CSE for B.Tec, coz if i don't like AI then i would not be left with more options, and what my side is, that i just love AI, like i literally love it. So nowaday there are some colleges which offer a B.Tec course in AI. So i have compared the curriculums of Both AI and CSE and what i found is if yoh are clear that you want to do AI then definitely you should take AI in B.Tec. So i have this confusion of what to do in my B.Tec, can you please help me through this. It would be really a great help to me.
My only consern is that if i take CSE then the topics like ML, AI, digital fabrication, AI and Humanity, DBMS, Computer networks, robotics, etc. I will miss this all as strong base, as direct in master i will be having less time, if i opt for AI then i have a preety good amount of time, and other side it's a wide spectrum open to me if i take CSE, so this is what my prospective is so what should i choose?

[@ajaxaj8470]

Its great that you already know what you want to do in life even before joining engg. But as a mechanical engineer from NIT Warangal with some knowledge, (currently doing some data analytics courses ) I support your parent's view. I dont know how much u know about AI. But for many beginners its just a fancy term. BTech is a place which transform you completely. So ur opinion might change in future as ur parents said.
I advise you to join CSE and you have 4 full years to learn subs u missed on your own. There are 100s of courses in udemy, coursera and youtube where you can learn subs of AI which u miss in CSE. But for AI engineer, programming is definitely added adv which u will do in depth if you take CSE. I'm just a beginner of data science course and even I can understand basics of ML AI on my own which is not the case with core programming which u learn in CSE. Research well before taking decision. I'm just a amatuer and gave my opinion with limited knowledge I have.

[@khwabvachhani2100]

@@ajaxaj8470 Thank you very much, 😄

[@haseebali9576]

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