Learning Paths
Skill Roadmaps
Structured learning paths for the most in-demand skills. Each roadmap breaks down the journey from beginner to professional with recommended courses, timelines, and career outcomes.
Python Roadmap
Master Python from zero to professional developer. This roadmap covers fundamentals, data science, web development, and automation.
Data Science Roadmap
Complete data science learning path from statistics fundamentals to advanced machine learning and deployment.
Web Development Roadmap
Full-stack web development roadmap covering frontend, backend, databases, and deployment.
AI & Machine Learning Roadmap
From AI fundamentals to production ML systems. Covers math foundations, classical ML, deep learning, and MLOps.
Cloud Computing Roadmap
Master cloud platforms (AWS, Azure, GCP) from basics to architect-level skills.
Cybersecurity Roadmap
Cybersecurity career roadmap from networking fundamentals to penetration testing and security architecture.
UX Design Roadmap
Complete UX design learning path from research methods to prototyping and portfolio building.
Digital Marketing Roadmap
From SEO and content marketing to paid ads and analytics — a complete digital marketing career roadmap.