Computer Science Roadmap
A detailed roadmap for computer science
Basic programming concepts like variables, loops, conditionals, functions, arrays, objects, etc.
Fundamental data organization structures like arrays, linked lists, stacks, queues, trees, hash tables, etc.
Search, sort, dynamic programming, graph algorithms, geometry, etc.
Git is a version control system for tracking changes in source code. GitHub is a platform for hosting repositories and collaborating on projects.
Programming using objects and classes, including concepts like inheritance, encapsulation, polymorphism.
Understanding database design, building, and querying, SQL and NoSQL systems.
Understanding OS concepts like process management, memory, file systems, security.
Understanding network concepts like TCP/IP, HTTP/HTTPS, DNS, SSL, etc.
Principles of designing scalable, secure, distributed systems, including concepts, patterns, and techniques.
Understanding compiler design and construction concepts, parsing, translation.
Introduction to AI, machine learning, neural networks, etc.
Basics of cybersecurity, encryption, attacks, etc.