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Lecture
Algorithm Basics: Ingredients
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Related lectures (29)
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Introduction to Algorithms
Introduces algorithms as problem-solving procedures, covering complexity, correctness, and implementation in various languages.
Number Theory: GCD and LCM
Covers GCD, LCM, and the Euclidean algorithm for efficient computation of GCD.
Number Theory: GCD and LCM
Covers GCD, LCM, and the Euclidean algorithm for efficient computation.
Number Theory: Greatest Common Divisor and Prime Factorization
Introduces greatest common divisor, prime factorization, and the Euclidean Algorithm.
Functions and Integers
Covers functions, integers, GCD, and reasoning by recurrence, including the Euclidean algorithm and induction principle.
Function Composition and Integers
Covers function composition and integers, including properties and examples.
Polynomial Methods: GCD Calculation Summary
Covers the calculation of the greatest common divisor using polynomial methods and the Euclidean algorithm.
Machine learning: Physics and Data
Delves into the intersection of physics and data in machine learning models, covering topics like atomic cluster expansion force fields and unsupervised learning.
Integers: Sets, Maps, and Principles
Introduces sets, maps, divisors, prime numbers, and arithmetic principles related to integers.
Shor's algorithm: factoring integers
Covers the basics of Shor's algorithm for factoring integers and the steps involved in the quantum algorithm.
