Public Roadmaps

A direct directory of community-shared learning paths.

Product-Led Growth Designer Roadmap2 weeks • 0 clones

learn how to Combine UX research fundamentals with analytics tools and conversion psychology to design user flows, onboarding experiences, and features specifically optimized to drive sign-ups, engagement, and retention

Multimodal AI Integration Roadmap2 weeks • 0 clones

Learn how to Connect vision, audio, and text models together to build richer, context-aware applications.

Cybersecurity: Vulnerability Assessment & Penetration Testing Simulation4 weeks • 0 clones

learn how to simulate real-world attacks to expose vulnerabilities before malicious actors do.

AWS for Developers: A Hands-on 4-Week Roadmap4 weeks • 0 clones

Learn AWS the way developers actually use it, with handson projects

Machine Learning from Scratch2 weeks • 0 clones

Master the full ML pipeline , from linear algebra, calculus, and probability fundamentals to implementing regression, classification, clustering, and neural networks from scratch in NumPy, then scaling to scikit-learn, PyTorch, and real-world datasets with proper train/val/test splits, cross-validation, and model evaluation metrics.

LLM Fine-Tuning from Scratch6 weeks • 1 clones

Master the complete fine-tuning pipeline from basics to covering tokenization, dataset curation, LoRA & QLoRA techniques, training on Hugging Face, evaluating model performance, and deploying your custom LLM via API.

DevOps & CI/CD Learning Roadmap4 weeks • 0 clones

Go from writing code locally to shipping it reliably at scale , learn containerization with Docker, orchestration with Kubernetes, and automated pipelines with GitHub Actions, starting from zero DevOps experience.

Prompt Engineering Mastery2 weeks • 0 clones

Learn to communicate with AI like an expert , master prompt patterns, chain-of-thought reasoning, few-shot techniques, and build AI-powered workflows that make you 10x more productive at any job

Web3 & Blockchain Developer Roadmap6 weeks • 0 clones

Go from zero to deploying your first smart contract , learn how blockchain works, understand wallets, tokens & DeFi, write Solidity, and build real Web3 projects that stand out in the ecosystem.

Open Source Contribution Roadmap: From Zero to Recognized Contributor6 weeks • 0 clones

Go from zero to recognized open source contributor , learn to find the right projects, make meaningful contributions, build relationships with maintainers, earn referrals, and grow your personal brand in the developer ecosystem

Python Data Science: Expert Level Roadmap4 weeks • 2 clones

Master production-grade data science — statistical modeling, ML pipelines, model interpretability, and scalable data engineering using Python at an expert level.

FastAPI and AI Integration: Building Production-Ready Agentic Systems4 weeks • 1 clones

Build a production-ready agentic system

CS Fundamentals and System Design for SWE Interviews4 weeks • 1 clones

Learn CS Fundamentals and system Design for SWE Interviews.

DSA and coding2 weeks • 1 clones

Learn About DFS and BFS from basics to be able to solve leetcode easy/medium problems