Graph Theory Fundamentals: Practical Problem Solving — PickAClass
⏱ 3h 📚 30 lessons 🎧 Audio version

Graph Theory Fundamentals: Practical Problem Solving

Master the core concepts of discrete mathematics and solve network problems through clear explanations and structured written exercises.

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About this course

Graph theory is the backbone of modern computer science, powering routing algorithms, social networks, and data structures. Understanding these concepts is essential for anyone looking to build a strong foundation in discrete mathematics and algorithmic thinking. This text-based course guides you from the absolute basics of vertices and edges to solving complex network and pathfinding problems. What you'll learn: - Learn the fundamental terminology of graph theory, including vertices, edges, degrees, and connectivity. - Understand key graph representations like adjacency matrices and lists used in modern software development. - Explore classic traversal algorithms such as Depth-First Search (DFS) and Breadth-First Search (BFS). - Solve practical problems involving trees, cycles, and directed acyclic graphs (DAGs). - Apply pathfinding concepts to real-world scenarios like network routing and social connections. You will start with core mathematical definitions and basic concepts before moving on to step-by-step problem-solving guides and written practice scenarios. This course is designed for absolute beginners in computer science and mathematics, with no prior advanced mathematical training required. Start reading today to build your analytical and algorithmic problem-solving skills.

What you'll get

  • 📜 Certificate of completion
    Add it to your LinkedIn profile
  • 💬 Personal AI tutor
    Stuck on a lesson? Ask your built-in tutor anything, any time.
  • 🎧 Audio version included
    Learn on the go — no screen needed
  • ♾️ Lifetime access
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  • 📱 Phone or computer
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  • 💸 14-day refund
    No questions asked
  • 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
Graph Theory Fundamentals: Practical Problem Solving
Skills demonstrated
Behavioral pattern analysis
Foundational
1.2 hrs
Decision-architecture frameworks
Proficient
1.4 hrs
A/B test design
Proficient
1.7 hrs
Behavioral copywriting
Advanced
1.9 hrs
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Graph Theory Fundamentals: Practical Problem Solving
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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
Verify this credential
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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Frequently asked

What do I need to take this course? +

Just a phone or computer with internet. No installs, no special hardware.

How do I pay? +

By card via Stripe. We don’t store card details — Stripe handles them securely.

Can I get a refund? +

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

How long will I have access? +

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

Will I get a certificate? +

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

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