Breadth-First Search and Shortest Path Graph Algorithms — PickAClass
⏱ 2h 30m 📚 25 lessons

Breadth-First Search and Shortest Path Graph Algorithms

Master the fundamentals of graph traversal, implement breadth-first search using modern clean code, and solve shortest-path problems in unweighted networks.

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About this course

Graphs are the backbone of modern networking, social media connections, and routing engines. Understanding how to navigate these structures efficiently is a critical skill for any software developer or computer science student.\n\nThis text-based course guides you from the absolute basics of graph representation to implementing and analyzing Breadth-First Search (BFS). You will learn how to model real-world relationships, find the shortest paths in unweighted networks, and write clean, structured code to solve complex traversal problems.\n\nWhat you'll learn:\n- Understand fundamental graph terminology including nodes, edges, directed, and undirected graphs.\n- Represent graphs in code using adjacency lists and adjacency matrices with modern type hints.\n- Implement the Breadth-First Search algorithm step-by-step using queue data structures.\n- Calculate shortest paths in unweighted graphs for routing and network analysis.\n- Analyze the time and space complexity of BFS using Big O notation.\n- Apply clean coding standards to ensure your graph algorithms are readable and maintainable.\n\nYou will start by exploring core graph concepts and representations before moving on to the mechanics of queue-based traversal. Through clear text explanations and step-by-step code walkthroughs, you will learn to trace, implement, and optimize the BFS algorithm.\n\nThis course is designed for beginner programmers, computer science students, and self-taught developers looking to build a strong foundation in data structures and algorithms. No prior experience with graphs is required, though a basic understanding of programming logic is helpful.\n\nStart reading today to master graph traversal and build your algorithmic problem-solving skills.

What you'll get

  • 📜 Certificate of completion
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  • 📱 Phone or computer
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  • 💸 14-day refund
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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
This certifies that
Name Surname
has successfully demonstrated mastery of
Breadth-First Search and Shortest Path Graph Algorithms
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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PickAClass — Name Surname
Breadth-First Search and Shortest Path Graph Algorithms
Page 2 of 2
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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