Do you need math to learn algorithms?

Math is also necessary to understand algorithms complexity, but you are not going to invent new algorithms, at least in the first few years of programming. Of course you need some basic math concepts, like calculus or algebra, or logic, but the very basics if it.

Do you need discrete math for machine learning?

Machine learning seems to depend on such math fields as probability, statistics, calculus, and linear algebra. @pranav suggested discrete math would be an important prerequisite. However, someone else a discrete math book would be on a low priority if becoming a machine learning practitioner was my top priority.

Is discrete maths used in AI?

Often in the mathematics of AI there are elements that are discrete, thus discrete mathematics is a very important component of AI.

Is discrete Math useful for Artificial Intelligence?

Discrete mathematics will help you to understand fundamental structures in mathematics while all the while training you to develop logic intuitions (writing proofs of induction, introducing you to techniques like the pigeon-hole principle).

Which maths is required for competitive programming?

Competitive Programming (CP) doesn’t typically require to know high-level calculus or some rocket science. But there are some concepts and tricks which are sufficient most of the times. You can definitely start competitive coding without any mathematical background.

Do I need Discrete Math to learn algorithms and advanced data structures?

To study algorithms and advanced data structures, you should definitely have familiarity with both basic data structures and discrete math. It depends somewhat on the program you’re in. Required pre-reqs should be a good guide. In general, you can start learning basic data structures without having any background in discrete math.

Is discrete math hard to learn?

There are relatively few formulas to memorize; rather, there are a number of fundamental concepts to be mastered and applied in many different ways. Discrete math is fun. Many students, especially bright and motivated students, find algebra, geometry, and even calculus dull and uninspiring. Rarely is this the case with most discrete math topics.

Is discrete mathematics required for a computer science degree?

Indeed, at most universities, a undergraduate-level course in discrete mathematics is a required part of pursuing a computer science degree. Discrete math is very much “real world” mathematics.

Which math competitions have discrete math?

Prominent math competitions, such as MATHCOUNTS (at the middle school level) and the American Mathematics Competitions (at the high school level), feature discrete math questions as a significant portion of their contests. On harder high school contests, such as the AIME, the quantity of discrete math is even larger.