What math topics are most needed to become data scientist? I am trying to learn data science from very different sources like Coursera, edx and many other sources. But I can not able to find any proper syllabus that what actually topics are needed. So, if anyone can please list out topics that I can follow and able to complete data science math skills.

Even if you post the name of books which can able to complete these criteria, then also it will be a great help. Thanks in advance.
Linear Algebra, Calculus, Probability and Statistics are fundamental topics.

Lots of great books out there, Khan Academy is a good resource as well:

https://www.khanacademy.org/math/linear-algebra

https://www.khanacademy.org/math/calculus-1

https://www.khanacademy.org/math/statistics-probability