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Lecture
Algorithms: Finding Maximum Value in a Sequence
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Algorithms: Finding Maximum Value in a Sequence
Covers algorithm specification and finding maximum value in a sequence of integers.
Complexity & Induction: Algorithms & Proofs
Covers worst-case complexity, algorithms, and proofs including mathematical induction and recursion.
Prime Numbers: Finding and Testing
Covers the definition of a function to determine if a given number is prime.
Euclidean Algorithm: GCD Calculation
Covers the Euclidean algorithm for GCD calculation and algorithmic complexity analysis.
General Introduction to Data Science
Offers a comprehensive introduction to Data Science, covering Python, Numpy, Pandas, Matplotlib, and Scikit-learn, with a focus on practical exercises and collaborative work.
Elementary Algebra: Numeric Sets
Explores elementary algebra concepts related to numeric sets and prime numbers, including unique factorization and properties.
Shor's factoring algorithm: Quantum Phase Estimation
Covers Shor's factoring algorithm and the link between order finding and factoring.
Cartesian Product and Induction
Introduces Cartesian product and induction for proofs using integers and sets.
Complexity of Algorithms: Proofs of Time Complexity
Covers the analysis of worst time complexity for algorithms and time complexity with real numbers and integers.
Shor's algorithm: factoring integers
Covers the basics of Shor's algorithm for factoring integers and the steps involved in the quantum algorithm.