Computer Science Basics of Computing Computing Basics Problem-solving skills Basics of programming Computer Systems Overview Introduction to Algorithms Introduction to Databases Mathematics for Computing Discrete Mathematics Statistics Calculus Linear Algebra Probability Combinatorics DS and Algorithms Arrays, LinkedLists Stacks, Queues, Heaps Hashing, Trees Graphs Sorting Algorithms Searching Algorithms Computer Architecture Org Structure of Computers Parallel vs. Sequential Tasks Memory Management Operating Systems Concepts I/O Systems Instruction Pipelining Programming Languages Basics of High-level Language Basics of Low-level Language Understanding of Web Language Object Oriented Programming Guarded Command Language Scripting Language Systems Programming Operating System Design Process Management Memory Management I/O System Management Concurrency and Multithreading Networking and Sockets Software Engineering Software Development Lifecycle Agile & Waterfall Approaches Design Patterns Version Control Systems Testing Strategies DevOps Fundamentals Network Fundamentals TCP/IP Fundamentals Network Architecture Models Network Security & Cryptography Wireless & Mobile Networking HTTP & Web Services API Integration in Networks Databases and Systems Relational DB Systems SQL Queries Database Design NoSQL Databases Distributed Databases DBMS Overview AI and Machine Learning AI Concepts Neural Networks ML Algorithms Natural Language Processing TensorFlow & PyTorch Reinforcement Learning Cloud Computing Cloud Basics AWS, Azure, Google Cloud Cloud Networking Cloud Storage & Databases Cloud Security Serverless Architecture Cyber Security Understanding of Cyber Threats Basics of Network Security Cryptography Web Security Ethical Hacking Computer Forensics

For detailed explanations and theory, visit the Complete Computer Science Roadmap Notes.