Teaching

Sorting, searching, recursion, graph algorithms, dynamic programming, greedy strategies, string matching, and the limits of efficient computation — reasoning rigorously about correctness and efficiency, in C.

1. Chapter 1Complexity Analysis
2. Chapter 2Sorting Algorithms

Intelligent agents, state-space search, constraint solving, optimization, adversarial reasoning, symbolic knowledge, uncertainty, Bayesian and fuzzy systems, generative models, and responsible AI.

1. Chapter 1Intelligent Agents
2. Chapter 2Uninformed Search

Decomposition, pattern recognition, abstraction, and algorithmic thinking as a foundation for programming and formal reasoning.

1. Chapter 1Introduction to Computational Thinking
2. Chapter 2Decomposition

CPU design, instruction sets, memory hierarchy, caching, pipelining, and the interface between hardware and low-level software.

1. Chapter 1Digital Logic
2. Chapter 2CPU Design

The TCP/IP stack, routing, DNS, HTTP, TLS, and network programming — how data moves reliably across interconnected systems.

1. Chapter 1Network Models
2. Chapter 2IP and Routing

Threat modelling, common attack classes, cryptography, authentication, and defensive practices for building more secure systems.

1. Chapter 1Threat Modelling
2. Chapter 2Cryptography Basics

Arrays, linked lists, stacks, queues, graphs, trees, heaps, and hash tables — choosing and implementing the right structure for the problem.

1. Chapter 1Arrays
2. Chapter 2Linked Lists

Relational models, SQL, normalisation, transactions, indexing, and an introduction to NoSQL — storing and querying structured data reliably.

1. Chapter 1The Relational Model
2. Chapter 2SQL Fundamentals

Requirements analysis, system modelling, architecture patterns, and evaluation — designing information systems that meet organisational needs.

1. Chapter 1Requirements Analysis
2. Chapter 2System Modelling

Supervised and unsupervised learning, model selection, regularisation, neural networks, and evaluation — building systems that learn from data.

1. Chapter 1Supervised Learning
2. Chapter 2Unsupervised Learning

Classes, objects, inheritance, polymorphism, and encapsulation — modelling real-world domains as cooperating objects.

1. Chapter 1Classes and Objects
2. Chapter 2Encapsulation

Processes, threads, scheduling, memory management, file systems, and synchronisation — how an OS manages hardware and isolates programs.

1. Chapter 1Processes and Threads
2. Chapter 2CPU Scheduling

Variables, control flow, functions, and I/O using a procedural language — building readable, maintainable programs from the ground up.

1. Chapter 1Variables and Data Types
2. Chapter 2Control Flow

HTML, CSS, JavaScript, HTTP, and server-side fundamentals — building interactive, data-driven web applications from scratch.

1. Chapter 1HTML and CSS
2. Chapter 2JavaScript Fundamentals