Vertex Covers and Matchings: Graph Theory and Duality — PickAClass
⏱ 3h 📚 30 lessons

Vertex Covers and Matchings: Graph Theory and Duality

Learn how to analyze graphs using vertex covers and matchings, proving key duality theorems like König's theorem through clear, step-by-step text lessons.

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About this course

Graph theory provides the mathematical backbone for solving complex networking, scheduling, and optimization problems. Understanding how different graph properties relate to one another—specifically vertex covers and matchings—is key to mastering discrete mathematics and algorithmic design. This text-only course guides you through the foundational concepts of graph optimization, focusing on the dual relationship between minimum vertex covers and maximum matchings. You will transition from basic graph definitions to proving and applying major theoretical results, including König's theorem for bipartite graphs. What you'll learn: - Understand the fundamental definitions of vertices, edges, vertex covers, and matchings. - Explore the mathematical duality between minimum vertex covers and maximum matchings. - Apply König's theorem to solve optimization problems in bipartite graphs. - Analyze the computational complexity of the vertex cover problem, including approximation algorithms. - Practice proving graph-theoretic properties through guided written exercises. You will start with core definitions and terminology before moving step-by-step into bipartite graphs, matching theory, and duality proofs, concluding with modern algorithmic applications. Designed for beginners in discrete mathematics and computer science, this course requires no prior advanced math background. Start reading today to unlock the mathematical power of graph duality.

What you'll get

  • 📜 Certificate of completion
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  • 💬 Personal AI tutor
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  • 📱 Phone or computer
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  • 💸 14-day refund
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  • Short & focused
    3h of practical content

Certificate of completion

Every course you complete on PickAClass issues a credential like this — original, with its own code, verifiable by URL, and detailed about what was actually demonstrated.

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Certificate of Mastery
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Name Surname
has successfully demonstrated mastery of
Vertex Covers and Matchings: Graph Theory and Duality
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Behavioral pattern analysis
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1.2 hrs
Decision-architecture frameworks
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1.4 hrs
A/B test design
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1.7 hrs
Behavioral copywriting
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Vertex Covers and Matchings: Graph Theory and Duality
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Performance detail
Coursework summary
Lessons completed 14 / 14
Practice questions 26 / 28
Assignments submitted 4 (avg 4.5 / 5)
Capstone project Reviewed — 4.6 / 5
Total practice 6.2 hrs
Performance benchmark
Cohort rank Top 12% of 1,625
Time to completion 11 days (median: 22)
Mastery score 91 / 100
Practice-question score 94%
Skill verification Verified Skill Path
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pickaclass.com/certificates/PCC-2026-X4F7-AP19
Issued under the academic standards of PickAClass. Skill levels reflect assessed performance against the course's competency rubric. This is an original credential of this platform.

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Yes — full refund within 14 days, no questions asked.

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Forever. Once you purchase, the course is yours to revisit anytime.

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Yes. On completion you'll receive a certificate you can add to your LinkedIn profile.

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