Learn 10 essential math concepts for software engineering and technical interviews. Understand how programmers use math in areas like AI, game development, cryptography, machine learning, and more.

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Resources

Computer Science 101 https://youtu.be/-uleG_Vecis
Cryptography for developers https://youtu.be/NuyzuNBFWxQ
Technical interview preparation https://youtu.be/1t1_a1BZ04o

Chapters

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Topics covered

– Do programmers need mathematics?
– Math Tutorial for Programming
– Machine learning mathematics
– Do hackers use mathematics?
– Linear Algebra for programmers
– Boolean algebra explained
– Combinatorics explained
– How Big-O Notation Works

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