Your Learning Roadmap

Choose your path and master the skills needed to grow your career.

⚛️

Frontend Development

🌱

Beginner

4–8 weeks

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Suggested Skills

  • HTML & CSS fundamentals
  • JavaScript basics
  • DOM manipulation
  • Responsive design

Sample Projects

  • Personal portfolio website
  • Simple interactive web page
📚

Junior

3–6 months

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Suggested Skills

  • React fundamentals
  • Component lifecycle
  • State management basics
  • API integration

Sample Projects

  • Small React app with API integration
  • To-Do app with multiple components
🎯

Mid-level

6–12 months

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Suggested Skills

  • Advanced React patterns
  • Performance optimization
  • Testing (Jest, React Testing Library)
  • Build tools (Webpack, Vite)

Sample Projects

  • Full-featured SPA
  • Custom reusable component library

Senior

1–2 years

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Suggested Skills

  • Frontend architecture design
  • Performance scaling
  • Team leadership
  • System design decisions

Sample Projects

  • Design scalable frontend architecture
  • Lead a frontend team on a complex project
👑

Expert

2+ years

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Suggested Skills

  • Framework innovation
  • Technical strategy
  • Deep domain expertise
  • Influencing industry standards

Sample Projects

  • Contribute to major frontend frameworks
  • Design next-generation frontend solutions
⚙️

Backend Development

🌱

Beginner

4–8 weeks

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Suggested Skills

  • HTTP & REST basics
  • C# and .NET fundamentals
  • OOP basics
  • Database basics (SQL)
  • Version control (Git)

Sample Projects

  • Simple C# console app
  • Small CRUD app with a SQL database
📚

Junior

3–6 months

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Suggested Skills

  • ASP.NET Core Web API basics
  • Routing, controllers, DTOs
  • Entity Framework Core basics
  • Authentication & authorization (JWT)
  • Async/await and task-based programming

Sample Projects

  • REST API with ASP.NET Core and EF Core
  • User management or task-tracking service
🎯

Mid-level

6–12 months

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Suggested Skills

  • Clean Architecture & layered design
  • Entity Framework Core performance & migrations
  • Caching (Redis / Valkey)
  • Message queues (RabbitMQ, Kafka basics)
  • Unit & integration testing (xUnit, NUnit)
  • CI/CD pipelines for .NET

Sample Projects

  • Microservice in .NET with database, cache, and messaging
  • Refactor monolith into clean, modular architecture

Senior

1–2 years

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Suggested Skills

  • .NET system architecture design
  • High-load optimization & profiling
  • Observability (logging, tracing, metrics)
  • Domain-Driven Design (DDD), CQRS, event-driven systems
  • Leading backend team & code quality

Sample Projects

  • Design backend architecture for several services
  • Lead migration to modern .NET stack and cloud
👑

Expert

2+ years

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Suggested Skills

  • Platform & architecture strategy for .NET ecosystems
  • Large-scale distributed systems in .NET
  • Cross-team technical leadership
  • Defining engineering standards & best practices
  • Community impact: open-source, talks, mentoring

Sample Projects

  • Define .NET platform vision for the company
  • Drive key open-source or internal frameworks used across teams
📊

Data Science / ML

📚

Junior

3–6 months

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Suggested Skills

  • Python for data analysis
  • Pandas & NumPy
  • Data visualization
  • SQL queries
  • Statistics basics

Sample Projects

  • Data analysis project
  • Visualization dashboard
🎯

Mid-level

6–12 months

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Suggested Skills

  • Machine learning basics
  • Scikit-learn
  • Model evaluation
  • Feature engineering
  • Data pipelines

Sample Projects

  • ML model deployment
  • End-to-end data pipeline

Senior

1–2 years

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Suggested Skills

  • Advanced ML algorithms
  • Deep learning
  • Model optimization
  • Big data technologies
  • Research

Sample Projects

  • Complex ML system
  • Lead a data science team
👑

Expert

2+ years

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Suggested Skills

  • AI innovation
  • Research leadership
  • Algorithm design
  • Industry research
  • Technical strategy

Sample Projects

  • Publish research papers
  • Design AI platforms

Recommended Courses

🚀

DevOps / SRE

🎯

Mid-level

6–12 months

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Suggested Skills

  • Docker containerization
  • Kubernetes basics
  • CI/CD pipelines
  • Linux administration
  • Networking basics

Sample Projects

  • Containerized application
  • Basic CI/CD pipeline

Senior

1–2 years

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Suggested Skills

  • Advanced Kubernetes
  • Infrastructure as Code (Terraform, Ansible)
  • Monitoring & logging
  • Security & compliance
  • Scaling strategies

Sample Projects

  • Multi-cluster Kubernetes setup
  • Enterprise DevOps infrastructure
👑

Expert

2+ years

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Suggested Skills

  • Cloud architecture
  • Infrastructure innovation
  • Team leadership
  • Cost optimization
  • Disaster recovery

Sample Projects

  • Design cloud platform
  • Lead infrastructure team

Recommended Courses

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