PirateBay Download | introduction discrete mathematics computer science

introduction discrete mathematics computer science

Type:: Other
Files:: 1251
Size:: 3.9 GB
Uploaded On:: Jan. 23, 2021, 2:15 p.m.
Added By:: tuts756
Seeders:: 6
Leechers:: 0
Info Hash:: 8F586B82628B9DE3BCA9D78955329797B670B1B5

Description Discrete Mathematics is the language of Computer Science. One needs to be fluent in it to work in many fields including data science, machine learning, and software engineering (it is not a coincidence that math puzzles are often used for interviews). We introduce you to this language through a fun try-this-before-we-explain-everything approach: first you solve many interactive puzzles that are carefully designed specifically for this online specialization, and then we explain how to solve the puzzles, and introduce important ideas along the way. We believe that this way, you will get a deeper understanding and will better appreciate the beauty of the underlying ideas (not to mention the self confidence that you gain if you invent these ideas on your own!). To bring your experience closer to IT-applications, we incorporate programming examples, problems, and projects in the specialization. We’ll implement together an efficient program for a problem needed by delivery companies all over the world millions times per day — the travelling salesman problem. The goal in this problem is to visit all the given places as quickly as possible. How to find an optimal solution to this problem quickly? We still don’t have provably efficient algorithms for this difficult computational problem and this is the essence of the P versus NP problem, the most important open question in Computer Science. Still, we’ll implement several efficient solutions for real world instances of the travelling salesman problem. While designing these solutions, we will rely heavily on the material learned in the courses of the specialization: proof techniques, combinatorics, probability, graph theory. We’ll see several examples of using discrete mathematics ideas to get more and more efficient solutions

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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/number-theory-cryptography/02_euclids-algorithm/01_euclids-algorithm/03_euclids-algorithm.mp4 49.0 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/what-is-a-proof/05_invariants/01_double-counting/07_slides_10_double_counting.pdf 926.3 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/number-theory-cryptography/04_cryptography/02_rsa-cryptosystem/10_slides-and-external-references_rsa_attacks.pdf 61.6 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/combinatorics/01_basic-counting/02_starting-to-count/01_why-counting.en.txt 2.1 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/number-theory-cryptography/03_building-blocks-for-cryptography/01_integer-factorization/08_slides_introduction.pdf 1015.4 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/graphs/02_cycles/02_connected-components/04_lower-bound.en.srt 7.2 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/combinatorics/01_basic-counting/02_starting-to-count/02_rule-of-sum.en.txt 2.5 KB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/combinatorics/01_basic-counting/02_starting-to-count/04_numbers-divisible-by-2-or-3_quiz.html 1.6 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/number-theory-cryptography/01_modular-arithmetic/02_division-by-2/05_slides_412_division_by_2.pdf 91.2 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/combinatorics/01_basic-counting/02_starting-to-count/05_how-not-to-use-the-rule-of-sum.en.txt 2.5 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/combinatorics/06_project-dice-games/01_dice-game-problem/04_slides_261_dice_game_problem.pdf 917.0 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/number-theory-cryptography/01_modular-arithmetic/03_modular-arithmetic/07_slides_413_modular_arithmetic.pdf 106.4 KB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/number-theory-cryptography/02_euclids-algorithm/02_applications/06_diophantine-equations-theorem.mp4 47.0 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/graphs/03_graph-classes/03_planar-graphs/06_slides_m3_l3_planar_graphs.pdf 771.0 KB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/graphs/05_flows-and-matchings/02_stable-matchings/09_slides_stable.pdf 195.9 KB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/what-is-a-proof/06_solving-a-15-puzzle/01_when-and-why-a-solution-does-not-exist/01_the-rules-of-15-puzzle.en.srt 3.9 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/combinatorics/01_basic-counting/02_starting-to-count/10_slides_instructions.html 1.0 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/graphs/02_cycles/02_connected-components/09_slides_connectedcomponents.pdf 759.5 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/combinatorics/04_probability/02_probability-dos-and-don-t-s/07_slides_242_probability_dos_and_donts.pdf 258.0 KB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/delivery-problem/02_exact-algorithms/01_exact-algorithms-branch-and-bound/01_branch-and-bound.mp4 43.8 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/delivery-problem/02_exact-algorithms/02_exact-algorithms-dynamic-programming-optional/03_dynamic-programming-code.mp4 39.9 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/graphs/05_flows-and-matchings/01_networks-flows-and-cuts/03_ford-and-fulkerson-proof.mp4 37.0 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/delivery-problem/01_traveling-salesman-problem/01_problem-statement-and-applications/01_delivery-problem.mp4 36.7 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/graphs/02_cycles/03_eulerian-and-hamiltonian-cycles/05_genome-assembly.mp4 36.7 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/combinatorics/02_binomial-coefficients/03_practice-counting/01_practice-counting.mp4 35.7 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/what-is-a-proof/06_solving-a-15-puzzle/02_the-project-programming-15-puzzle/06_quiz-hint-why-every-even-permutation-is-solvable.mp4 35.7 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/combinatorics/01_basic-counting/02_starting-to-count/10_slides_01_starting_to_count.pdf 450.4 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/what-is-a-proof/02_how-to-find-an-example/02_computer-search-optional/03_n-queens-backtracking-example.en.txt 5.5 KB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/number-theory-cryptography/02_euclids-algorithm/02_applications/08_modular-division.mp4 35.7 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/number-theory-cryptography/04_cryptography/02_rsa-cryptosystem/10_slides-and-external-references_RSA-survey.pdf 303.4 KB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/combinatorics/02_binomial-coefficients/02_pascals-triangle/05_binomial-theorem.mp4 35.3 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/combinatorics/03_advanced-counting/01_combinations-with-repetitions/07_slides_231_combinations_with_repetitions.pdf 168.0 KB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/delivery-problem/01_traveling-salesman-problem/02_algorithms-first-steps/01_brute-force-search.mp4 34.7 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/what-is-a-proof/01_making-convincing-arguments/03_existence-proofs/03_making-fun-in-real-life-tensegrities-optional.mp4 34.5 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/combinatorics/02_binomial-coefficients/01_combinations/08_slides_combinations.pdf 178.1 KB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/number-theory-cryptography/04_cryptography/02_rsa-cryptosystem/10_slides-and-external-references_rsa.pdf 165.0 KB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/graphs/05_flows-and-matchings/01_networks-flows-and-cuts/05_halls-theorem.mp4 32.8 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/combinatorics/03_advanced-counting/02_problems-in-combinatorics/08_numbers-with-non-increasing-digits.en.txt 1.9 KB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/graphs/02_cycles/03_eulerian-and-hamiltonian-cycles/02_eulerian-cycles-criteria.mp4 32.5 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/delivery-problem/01_traveling-salesman-problem/01_problem-statement-and-applications/02_shortest-common-superstring-problem.mp4 31.6 MB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/combinatorics/01_basic-counting/03_recursive-counting/04_applications-of-the-rule-of-product_exam.html 143.3 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/what-is-a-proof/02_how-to-find-an-example/02_computer-search-optional/09_slides_computersearch.pdf 138.6 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/number-theory-cryptography/03_building-blocks-for-cryptography/01_integer-factorization/08_slides_integer_factorization.pdf 102.2 KB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/delivery-problem/03_approximation-algorithms/01_approximation-algorithms/01_approximation-algorithms.mp4 31.4 MB
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[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/graphs/03_graph-classes/01_trees/05_slides_m3_l1_trees.pdf 134.3 KB
[TutsNode.com] - Introduction to Discrete Mathematics for Computer Science Specialization/combinatorics/03_advanced-counting/02_problems-in-combinatorics/12_slides_232_problems_in_combinatorics.pdf 133.7 KB
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