Learning Roadmaps

Learn to build complete web applications from frontend to backend. Master modern web technologies and best practices.

• Month 1-2: Frontend Fundamentals
  HTML, CSS, JavaScript, React basics
• Month 3-4: Advanced Frontend
  React hooks, state management, API integration
• Month 5: Backend Development
  Node.js, databases, authentication
• Month 6: Capstone Project
  Build a complete full-stack application

Master cloud platforms, containerization, and DevOps practices. Deploy and manage applications at scale.

• Month 1: Cloud Basics
  AWS fundamentals, compute, storage services
• Month 2-3: Containerization
  Docker, image building, container orchestration
• Month 4-5: Kubernetes
  Orchestration, deployments, services
• Month 6-7: CI/CD & Automation
  Jenkins, GitLab CI, infrastructure automation

Build intelligent systems with machine learning and deep learning. From theory to production-ready models.

• Month 1: Math & Python
  Linear algebra, statistics, Python basics
• Month 2-3: ML Algorithms
  Classification, regression, clustering
• Month 4-6: Deep Learning
  Neural networks, CNNs, RNNs, transformers
• Month 7-8: Production ML
  Model deployment, monitoring, optimization