Learning Roadmaps

A practical software development path from programming fundamentals to production systems and technical leadership.

Master essential data structures and algorithms for coding interviews and competitive programming.

Learn modern frontend technologies from HTML/CSS basics to advanced React patterns and performance optimization.

A pattern-first path through coding interviews: the techniques that recur, the structures behind them, and the loop they sit inside.

Build scalable server-side applications with databases, APIs, authentication, and deployment strategies.

Learn to design large-scale distributed systems — from fundamentals to real-world architecture case studies.

Strengthen your computer science fundamentals — OS, DBMS, networking, and OOP concepts.

Go from your first SELECT to production-grade schema design, transactions, indexing, and query optimisation across PostgreSQL, MySQL, and SQLite.

Master the document model: CRUD, the aggregation framework, schema design patterns, indexing, transactions, and scaling with replica sets and sharding.

From a Linux shell to a production platform: how software gets built, shipped, run and observed.

Building products on top of language models: retrieval, evaluation, cost, safety, and everything that decides whether the demo survives real users.

Design reliable relational data systems, write efficient SQL, and operate production databases.

Build secure cloud foundations, automate delivery, and run resilient services at scale.

Learn practical application and infrastructure security from threat modeling through incident response.

Build dependable pipelines, analytical models, and data platforms that teams can trust.