Foundations of Pathfinding Algorithms: Maze Solving and Recursion — PickAClass
⏱ 2h 30m 📚 25 lessons

Foundations of Pathfinding Algorithms: Maze Solving and Recursion

Master the core concepts of recursive pathfinding and base cases by writing clean, testable maze-solving algorithms from scratch.

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About this course

Finding the most efficient path is a fundamental challenge in computer science, powering everything from game development to navigation systems. Understanding how to break down these complex spatial problems using recursion and base cases is a critical milestone for any developer. This text-based course guides you from the absolute basics of algorithmic thinking to implementing your own functional pathfinding solutions. You will learn to represent spatial grids, design robust recursive functions, and verify your code using modern testing practices. What you'll learn: Understand the foundational concepts of recursion, call stacks, and base cases; Implement a complete maze-solving algorithm step-by-step using depth-first search principles; Apply modern type hints and clean code structures to make your algorithmic code readable; Write automated unit tests to verify your pathfinding logic against various maze configurations; Analyze algorithm performance and spatial complexity in grid-based environments. You will start with core definitions and simple recursive patterns before moving on to grid representation, base-case identification, and path tracking. Finally, you will write tests to ensure your solver handles dead ends and loops correctly. This course is designed for beginner programmers and computer science students looking to strengthen their problem-solving skills; no prior algorithm experience is required. Start reading today to unlock the core principles of algorithmic pathfinding.

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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  • 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
Foundations of Pathfinding Algorithms: Maze Solving and Recursion
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
Foundations of Pathfinding Algorithms: Maze Solving and Recursion
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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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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