Udemy – Foundations of Discrete Math: From Logic to Algorithms 2025-4

Foundations of Discrete Math: From Logic to Algorithms, Are you curious about the mathematical concepts that power computer science, logic, cryptography, and algorithm design? Whether you’re a student starting your journey in computer science, a self-learner building a solid foundation, or a math enthusiast exploring new frontiers. this Elementary Discrete Mathematics course is designed to take you from the basics to deeper insights with clarity and structure. This course is modeled after a traditional university-level summer syllabus, but reimagined with flexibility and clarity for online learners. Through video lectures, thoughtfully designed problems, and a clear progression of topics, you’ll gain a robust understanding of discrete math. the backbone of logical thinking and algorithmic reasoning. Each lecture includes a detailed PDF resource with the descriptions, formulas, and key takeaways of the lecture. But much more broadly, this course is intended to teach you to think mathematically.

You may be a student who has never seen any math beyond calculus or algebra, or perhaps you dread doing math. The point of this course is to get you to learn to think deeply, communicate carefully, and not shy away from difficult material. The topics in this course are fundamental for students pursuing computer science, mathematics, or related fields, providing the necessary background for advanced studies. As you proceed, have something to write with on hand. Work each example along with the course. Then, at the end of each chapter, work the exercises provided for you as PDFs. Some are more difficult than others, but are well worth doing to improve your understanding. Work along with someone at roughly your skill level, share solutions and ask each other questions.

What you’ll learn

• Set Theory: Understanding sets, subsets, operations, and applications.
• Logic: Propositional and predicate logic, logical connectives, truth tables, and logical equivalence
• Proof Techniques: Direct proofs, proof by contradiction, and mathematical induction.
• Recursion and Sequences: Defining sequences recursively and solving recurrence relations.
• Asymptotic Analysis: Big O notation and analyzing algorithm efficiency.
• Combinatorics: Counting principles, permutations, combinations, and the pigeonhole principle.
• Probability: Basic probability theory, including conditional probability and Bayes’ theorem.
• Relations and Digraphs: Properties of relations, equivalence relations, partial orderings, and directed graphs.
• Boolean Algebra: Boolean functions, logic gates, and applications in digital circuits.

Who this course is for

• Undergraduate students in computer science, mathematics, engineering, or related fields taking or preparing for a discrete math course.
• Aspiring developers who want a solid foundation in logic, proofs, and counting techniques essential for algorithms and programming.
• Self-paced learners looking to strengthen their mathematical thinking without needing advanced prerequisites.
• Curious minds interested in learning how formal logic, sets, and combinatorics work behind the scenes in tech and theory.
• CS and tech interview candidates preparing for algorithm-heavy roles or graduate-level theoretical computer science.

Specificatoin of Foundations of Discrete Math: From Logic to Algorithms

• Publisher : Udemy
• Teacher : Sadat Academy
• Language : English
• Level : Beginner
• Number of Course : 69
• Duration : 3 hours and 44 minutes

Content of Foundations of Discrete Math: From Logic to Algorithms

Requirements

• Logical thinking, No formal logic experience required, but a willingness to think step-by-step is important.
• Curiosity and persistence, Some topics can be abstract, so an open mind and a bit of patience will go a long way!
• Basic algebra skills, You should be comfortable with high school-level algebra (e.g., manipulating equations, understanding variables and functions).

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734 MB