How to Break Down Software Problems (First Principles & JavaScript)


Curriculum for the course How to Break Down Software Problems (First Principles & JavaScript)

In this course, @Radu teaches his problem-solving techniques by using a challenging vision-based positioning system problem from his "Decode the Drawings" competition as a case study: https://youtu.be/bZ8uSzZv0ew?si=HJzT4YIEj2z_3GiK. You will learn to break down a complex problem into smaller, manageable sub-problems, how to prioritize them, and how to work on interconnected issues independently. The core goal is to develop a powerful thought process—building a solution from first principles, using simple reasoning and foundational math. We'll explore several approaches, starting by hand and then automating the steps with simple, powerful algorithms. This course is perfect for beginners looking to sharpen their skills! All algorithms are implemented from scratch and explained step-by-step using simple language and visuals. We use JavaScript for ease of use and visualization, but you can follow along in any language. The course is also offered by Karelia University of Applied Sciences: https://ella.eduplan.fi/karelia/computational-problem-solving/682722ead4168f741689894f You can still register before the end of October (2025). 💻 Radu's Discord: https://discord.com/invite/gJFcF5XVn9 ⭐ Radu's videos mentioned in the course ⭐ Pythagorean Theorem: https://youtu.be/iqSlzYXdFzw?si=PEA6nGBb1yMYs6aj Euclidean Distance: https://youtu.be/3rPwfmrCwVw?si=OudD3sqvBA5zRR5H Circle Equation: https://youtu.be/1sJDuUSawRQ?si=3ckcZFhd4OVaoGrp Trigonometry Lesson: https://youtu.be/xK3vKWMFVgw?si=qO9casbZNGhZINwu Vectors Lesson: https://youtu.be/nzyOCd9FcCA?si=5e88Ylw17aJaSnVw Roundness Measure: https://youtu.be/MdhM0kZjtD4?si=MkFjzstfZpaNEtdl Draw the Portal Game Tutorial: https://youtu.be/0SxiyLk2IMM?si=liWS6a9V16x7kTwr Why the Circle Encloses the Largest Area: https://youtu.be/CFBa2ezTQJQ?si=yHNiioLm6G_Utx1w ⭐ Desmos Demo Pages ⭐ Circle Equation: https://www.desmos.com/3d/nvdcrvqjqh Surface: https://www.desmos.com/3d/kz11vijtd2 ⭐ Tools Radu Uses ⭐ VS Code editor: https://code.visualstudio.com Google Chrome: https://www.google.com/chrome ⭐ Other Links ⭐ @Veritasium Analog Computers: https://youtu.be/GVsUOuSjvcg?si=3f7moC1oEyS_Iu23 @Veritasium Strandbeests: https://youtu.be/IFaAjR_RRJs?si=9gQR46C94yVfla-6 @Mark Rober SAT GUS: https://youtu.be/6KcV1C1Ui5s?si=mElaYau4aPdcxG0F @Stand-up Maths Pi on the Moon: https://youtu.be/nGtVej1Qx5Y?si=kQOYVjZq6gPqZ0Hf @3Blue1Brown Interview with Terence Tao: https://youtu.be/YdOXS_9_P4U?si=SGGiHU8hGihMRyYA Radu's Strandbeest live streams: https://www.youtube.com/playlist?list=PLB0Tybl0UNfZ5LmYT_Mht1_mocUqniAJg Karelia ICT Video: https://youtu.be/p70TFyDUGlA?si=tGCERtFi3ndDtuSp Lahari's Webpage: https://cs.uef.fi/~lahari Lahari's Paper on Local Search and TSP: https://www.mdpi.com/2076-3417/9/19/3985 Pasi's Webpage: https://cs.uef.fi/pages/franti Pasi's Video on Clustering: https://youtu.be/b04OS6kCrRk?si=YAfaE5J0nPsZ7NPo Pasi's Paper on Random Swap Clustering: https://link.springer.com/content/pdf/10.1186/s40537-018-0122-y.pdf Brilliant: https://brilliant.org ThreeJS: https://threejs.org Include ThreeJS in the script tag like this: https://cdn.jsdelivr.net/npm/three@0.110.0/build/three.min.js ⭐ Radu's Other Courses ⭐ Self-driving Car Course: https://www.youtube.com/playlist?list=PLB0Tybl0UNfYoJE7ZwsBQoDIG4YN9ptyY No Black Box Machine Learning Course: https://www.youtube.com/playlist?list=PLB0Tybl0UNfYe9aJXfWw-Dw_4VnFrqRC4 ⭐ Videos with Leonard :-) ⭐ Code Battle Tutorials: https://youtu.be/h24ircatoHI?si=-k-DzndoWQvSAJSm Pair Programming: https://youtu.be/Omp5_6M2QH4?si=hDvJquTTEXdtigpt Coding Interview: https://youtu.be/I4YP8sAErK0?si=DGzrvdwdKEoYHlJ- 💻 COMPETITION WINNERS' SOLUTIONS 💻 Ayo SUS: https://github.com/MNA4/decode-the-drawings James: https://github.com/epipolarity/Decode-Drawings-V5 Bas: https://github.com/basboot/decode_drawings Yusuf: https://github.com/Iyusuf40/decode-the-drawing Dmytro: https://drive.google.com/file/d/1t7O341qnWKdkDHelYxmw5B7aXkbVosWN/view Miniontoby: https://github.com/Miniontoby/RadusDecodeTheDrawingsChallenge ☕Buy Radu a Coffee?☕ https://www.buymeacoffee.com/radum ❤️ Try interactive JavaScript courses we love, right in your browser: https://scrimba.com/freeCodeCamp-JavaScript (Made possible by a grant from our friends at Scrimba) ⭐Timestamps⭐ 0:00:00 What it's all about 0:04:21 Chapter 1: Introduction 0:13:46 Chapter 2: Automation 1:12:28 Chapter 3: Simulation 1:39:53 Chapter 4: Distortion 2:22:06 Chapter 5: Rotation 2:42:26 Chapter 6: Optimization 3:12:40 Chapter 7: Triangulation 3:54:13 Chapter 8: Conclusion 🎉 Thanks to our Champion and Sponsor supporters: 👾 Drake Milly 👾 Ulises Moralez 👾 Goddard Tan 👾 David MG 👾 Matthew Springman 👾 Claudio 👾 Oscar R. 👾 jedi-or-sith 👾 Nattira Maneerat 👾 Justin Hual -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news

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