Dijkstra's Algorithm: Graph Shortest Path step-by-step — PickAClass
⏱ 2h 30m 📚 25 lessons 🎧 Audio version

Dijkstra's Algorithm: Graph Shortest Path step-by-step

Learn how Dijkstra's algorithm works, understand the greedy approach, and write clean Python implementations with modern type hints for finding shortest paths in graphs.

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About this course

Finding the most efficient route is a fundamental challenge in computer science, powering everything from GPS navigation to network routing. This text-based course guides you through the core concepts of graph theory and Dijkstra's algorithm, taking you from basic definitions to writing your own efficient pathfinding code. What you'll learn: - Understand the fundamentals of graphs, vertices, and weighted edges - Grasp the greedy search principle that powers Dijkstra's algorithm - Trace pathfinding execution step-by-step using manual walkthroughs - Implement the algorithm in Python using modern type hints and clean code structures - Optimize performance using priority queues and heap data structures - Analyze time and space complexity to write production-ready code You will start with foundational graph terminology and definitions before moving to manual execution examples, and finally, writing and refining your own clean Python code. This course is designed for beginner programmers and computer science students looking to master core algorithms, with no advanced prerequisites required. Start reading to master one of the most famous algorithms in computer science.

What you'll get

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  • 🎧 Audio version included
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  • 📱 Phone or computer
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  • Short & focused
    2h 30m 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: Graph Shortest Path step-by-step
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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Dijkstra's Algorithm: Graph Shortest Path step-by-step
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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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