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Introduction to Discrete Mathematics for Computer Science

This repository talks about my learnings through coursework that I completed in Introduction to Discrete Mathematics for Computer Science specialization.

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Introduction to Discrete Mathematics for Computer Science is a beginner level 5 course specialization which introduces the learner to fundamentally important mathematical concepts for computer science including logic, combinatorics, graph theory, cryptography and approximation algorithms.

List of Courses and Things Learnt

  • Induction, recursion, logic, invariants, examples, optimality.
  • Answering typical programming questions like: How can we be certain a solution exists?
  • Most standard combinatorial settings like permutation and combinations.
  • Recursive technique for counting
  • Working knowledge and intuition of basics of probability
  • Understanding practical graph systems like how GPS systems find shortest routes, how engineers design integrated circuits, how biologists assemble genomes.
  • Kruskal algorithm for finding minimum spanning tree
  • David Gale and Lloyd S. Shapley algorithms for stable matching.
  • Chinese Remainder Theorem, Fast Modular Exponentiation, Modular Exponentiation
  • Implmentation of RSA Cryptosystem
  • Weakness and Exploits in RSA cryptosystem
  • Solution to Traveling Salesman Problem using: Cycle Weight, Brute Force, Average Weight and Nearest Neighbors.
  • Exact Algorithms: Branch and Bound
  • Approximation Algorithms: *2-Approximation"

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