roadmap
Frontend Developer Roadmap
beginnerStep-by-step frontend path from web foundations to modern framework engineering, accessibility, testing, and deployment.
CSSFrontendHTMLJavaScript
6 steps~170h52 lessonsCertificate28,6004.8 Prerequisites:
Basic computer usage
Recommended next:
CSS systems, responsive layouts, and design tokens
roadmap
Backend Developer Roadmap
beginnerA backend engineering roadmap covering APIs, databases, authentication, scaling, observability, and deployment security.
APIsBackendDatabasesRoadmap
6 steps~190h54 lessonsCertificate22,9404.8 Prerequisites:
Basic programming knowledge
Recommended next:
HTTP, REST design, and request lifecycle
Frontend Roadmap with step-oriented developer progression.
Career GrowthRoadmap
4 steps~80h8 lessonsNo certificate1,2004.6 Prerequisites:
Basic programming familiarity
Recommended next:
Core Skills
roadmap
MERN Stack Roadmap
intermediateA full MERN progression that combines frontend and backend delivery with shared TypeScript contracts and deployment.
ExpressMERNMongoDBNode.js
6 steps~210h58 lessonsCertificate17,3204.7 Prerequisites:
JavaScript fundamentals
Recommended next:
MongoDB schema design and indexing
Backend Roadmap with step-oriented developer progression.
Career GrowthRoadmap
4 steps~80h8 lessonsNo certificate1,2004.6 Prerequisites:
Basic programming familiarity
Recommended next:
Core Skills
roadmap
Python Developer Roadmap
beginnerA focused roadmap for becoming a Python developer through fundamentals, projects, automation, backend, and data workflows.
AutomationBackendData SciencePython
6 steps~185h56 lessonsCertificate26,7204.8 Prerequisites:
Basic computer usage
Recommended next:
Data structures and file workflows
roadmap
Full-Stack Engineer Global Roadmap
mixedA cross-source path built from roadmaps, project tracks, and production case studies from selected GitHub repositories.
Career PathFull StackRoadmap
6 steps~220h12 lessonsNo certificate1,2004.6 Prerequisites:
Basic coding knowledge
Recommended next:
Web fundamentals
roadmap
Full Stack Developer Roadmap
mixedA comprehensive full-stack plan that aligns frontend, backend, data, DevOps, and shipping discipline in one path.
ArchitectureCareer GrowthDeploymentFull Stack
6 steps~240h64 lessonsCertificate30,3804.9 Prerequisites:
Programming basics
Recommended next:
Frontend systems and UX implementation
roadmap
Full Stack Roadmap
mixedFull Stack Roadmap with step-oriented developer progression.
Career GrowthRoadmap
4 steps~80h8 lessonsNo certificate1,2004.6 Prerequisites:
Basic programming familiarity
Recommended next:
Core Skills
DevOps Roadmap with step-oriented developer progression.
Career GrowthRoadmap
4 steps~80h8 lessonsNo certificate1,2004.6 Prerequisites:
Basic programming familiarity
Recommended next:
Core Skills
roadmap
Automation Engineer Roadmap
intermediateA roadmap for workflow automation, script reliability, integration architecture, and production automation operations.
AutomationDevOpsIntegrationsPython
5 steps~150h44 lessonsCertificate12,4404.7 Prerequisites:
Python or JavaScript basics
Recommended next:
Task scheduling and orchestration
roadmap
Data Analyst with Python Roadmap
beginnerA beginner-to-intermediate path for analytics with Python, visualization, data cleaning, and insight communication.
Data AnalysisPandasPythonRoadmap
5 steps~172h50 lessonsCertificate13,8604.7 Prerequisites:
Basic arithmetic and spreadsheet literacy
Recommended next:
Pandas workflows and cleaning strategies
AI Agents Roadmap with step-oriented developer progression.
Career GrowthRoadmap
4 steps~80h8 lessonsNo certificate1,2004.6 Prerequisites:
Basic programming familiarity
Recommended next:
Core Skills
roadmap
AI and Data Scientist Roadmap
mixedAI and Data Scientist Roadmap with step-oriented developer progression.
Career GrowthRoadmap
4 steps~80h8 lessonsNo certificate1,2004.6 Prerequisites:
Basic programming familiarity
Recommended next:
Core Skills
roadmap
AI Engineer Roadmap
mixedAI Engineer Roadmap with step-oriented developer progression.
Career GrowthRoadmap
4 steps~80h8 lessonsNo certificate1,2004.6 Prerequisites:
Basic programming familiarity
Recommended next:
Core Skills
roadmap
AI Red Teaming Roadmap
mixedAI Red Teaming Roadmap with step-oriented developer progression.
Career GrowthRoadmap
4 steps~80h8 lessonsNo certificate1,2004.6 Prerequisites:
Basic programming familiarity
Recommended next:
Core Skills
Android Roadmap with step-oriented developer progression.
Career GrowthRoadmap
4 steps~80h8 lessonsNo certificate1,2004.6 Prerequisites:
Basic programming familiarity
Recommended next:
Core Skills
Angular Roadmap with step-oriented developer progression.
Career GrowthRoadmap
4 steps~80h8 lessonsNo certificate1,2004.6 Prerequisites:
Basic programming familiarity
Recommended next:
Core Skills