YouTube Playlist

Kimberly Brehm Discrete Math 1

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Kimberly Brehm's Discrete Math 1 (Entire Course) YouTube Playlist, based on the textbook: Rosen, Discrete Mathematics and Its Applications, 7e

35 Units80 Topics

Propositional Logic

Applications of Propositional Logic

Propositional Equivalences

Predicates and Quantifiers

Nested Quantifiers

Rules of Inference

Introduction to Proofs

Proof Methods and Strategy

Sets

Set Operations

Functions

Sequences and Summations

Matrices

Algorithms

Divisibility and Modular Arithmetic

Integer Representations and Algorithms

Primes and Greatest Common Divisors

Solving Congruences

Mathematical Induction

Strong Induction and Well-Ordering

Recursive Definitions and Structural Induction

Recursive Algorithms

The Basics of Counting

Permutations and Combinations

Binomial Coefficients and Identities

An Introduction to Discrete Probability

Probability Theory

Applications of Recurrence Relations

Inclusion-Exclusion

Relations and Their Properties

Representing Relations

Equivalence Relations

Graphs and Graph Models

Graph Terminology and Special Types of Graphs

Introduction to Trees

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Propositional Logic

Propositional logic studies truth-values of statements and their combinations using logical connectives like AND, OR, NOT.

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Applications of Propositional Logic

Propositional logic is used in algorithm design, digital circuits, AI reasoning, formal verification, and more.

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Propositional Equivalences

Propositional equivalences involve proving two logical statements yield the same truth value in all scenarios.

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Predicates and Quantifiers

Predicate logic extends propositional logic by handling predicates and quantifiers.

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Nested Quantifiers

Nested quantifiers involve stacking quantifiers (∀, ∃) in logical statements, allowing for complex expressions.

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Rules of Inference

Rules of inference are foundational logical formulas that validate argument structures.

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Introduction to Proofs

Proofs are logical arguments that establish the truth of a statement using axioms, definitions, and previously proven statements.

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Proof Methods and Strategy

Proof methods are logical techniques for validating statements.

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Sets

Sets are collections of distinct objects, called elements.

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Set Operations

Set operations manipulate collections of elements.

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Functions

Functions map inputs to outputs, associating each input with exactly one output.

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Sequences and Summations

Sequences are ordered lists of elements, typically numbers, following a specific rule or pattern.

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Matrices

Matrices are rectangular arrays of numbers or symbols.

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Algorithms

Algorithms are step-by-step procedures or formulas for solving problems.

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Divisibility and Modular Arithmetic

Divisibility determines if one number divides another without remainder. Modular arithmetic studies numbers under modulo operations.

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Integer Representations and Algorithms

Integer representations define how numbers are expressed in different bases.

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Primes and Greatest Common Divisors

Primes are numbers greater than 1 that are divisible only by 1 and themselves. The Greatest Common Divisor of two integers is the largest integer that divides both without leaving a remainder.

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Solving Congruences

Solving congruences involves finding integers that satisfy equivalences modulo a given number.

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Mathematical Induction

Proof by induction is a technique in discrete math that involves proving a base case and a general case to prove a statement for all natural numbers.

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Strong Induction and Well-Ordering

Strong induction is a proof technique and Well-ordering principle states every non-empty set of positive integers has a smallest element.

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Recursive Definitions and Structural Induction

Structural induction proves properties of objects built in a hierarchical or recursive way.

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Recursive Algorithms

Recursive algorithms solve problems by breaking them into smaller instances of the same problem.

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The Basics of Counting

Counting is the foundation of combinatorics.

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Permutations and Combinations

Permutations and combinations are foundational combinatorial concepts.

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Binomial Coefficients and Identities

The binomial theorem describes the expansion of powers of a two-term sum.

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An Introduction to Discrete Probability

Discrete probability deals with finite, distinct outcomes, quantifying the likelihood of specific events.

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Probability Theory

Probability theory studies uncertainty, modeling and analyzing random events.

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Applications of Recurrence Relations

Recurrence relations express a sequence's terms using previous terms in the sequence.

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Inclusion-Exclusion

Inclusion-exclusion is a principle in combinatorics for counting items in combined sets.

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Relations and Their Properties

In discrete math, a relation is a set of ordered pairs that describe the connection between elements of two sets.

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Representing Relations

Representing relations involves various methods to depict relationships between elements of sets.

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Equivalence Relations

An equivalence relation is a binary relation that is reflexive, symmetric, and transitive, which partitions a set into equivalence classes.

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Graphs and Graph Models

Graph theory is the study of mathematical structures used to model pairwise relations between objects, such as networks or social connections.

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Graph Terminology and Special Types of Graphs

Graphs consist of vertices (nodes) connected by edges (arcs).

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Introduction to Trees

Trees are connected, undirected graphs without cycles. They represent hierarchical structures, ensuring a unique path between any two vertices.