Dijkstra's Algorithm for the Shortest Path Problem — PickAClass
⏱ 3h 📚 30 lessons

Dijkstra's Algorithm for the Shortest Path Problem

Master Dijkstra's algorithm to solve single-source shortest path problems on weighted graphs, from fundamental graph theory to step-by-step code implementation.

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About this course

Finding the most efficient route is a fundamental challenge in software development, network routing, and map applications. Understanding how to solve the single-source shortest path problem is essential for writing optimized routing algorithms. This course guides you from the absolute basics of graph theory to writing and analyzing Dijkstra's algorithm. You will understand how to model real-world paths as weighted graphs and find the shortest route between nodes with confidence. What you will learn: Understand foundational graph theory concepts including nodes, weighted edges, and adjacency lists; Implement Dijkstra's algorithm step-by-step using modern data structures like priority queues; Analyze the time and space complexity of the algorithm using Big O notation; Identify the limitations of Dijkstra's algorithm regarding negative edge weights; Apply the algorithm to solve practical routing and network pathfinding scenarios. You will start by learning core graph terminology and representation models before walking through the manual execution of the algorithm. Then, you will read through clean code implementations and learn how to optimize pathfinding performance. This course is designed for beginner programmers, computer science students, and self-taught developers looking to build a strong foundation in graph algorithms, with no advanced prerequisites required. Start reading today to master one of the most famous and practical algorithms in computer science.

Course contents

What you'll get

  • 📜 Certificate of completion
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  • 💬 Personal AI tutor
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  • ♾️ Lifetime access
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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
Dijkstra's Algorithm for the Shortest Path Problem
Skills demonstrated
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Behavioral pattern analysis
Foundational
1.2 hrs
✓
Decision-architecture frameworks
Proficient
1.4 hrs
✓
A/B test design
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1.7 hrs
✓
Behavioral copywriting
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1.9 hrs
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Dijkstra's Algorithm for the Shortest Path Problem
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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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What do I need to take this course? +

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

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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.

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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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