Foundation Subjects
Essential foundation subjects for full-stack development: Frontend, Backend, Database, and OOP.
Java Programming
Java programming notes and reference materials for learning.
SQL Basics
Comprehensive database fundamentals: SQL queries, database design, table relationships, ERD, and normalization for Java development.
JSP Form Handling & Backend Integration
Complete guide to JSP forms, parameter handling, OOP object creation, service layer SQL queries, controller logic, attributes, sessions, and displaying data back in JSP.
Intelligent System
Mamdani Fuzzy Inference
Interactive demonstration of Mamdani fuzzy inference system for determining clothing size based on height using fuzzy logic principles.
Sugeno Fuzzy Inference
Interactive demonstration of Sugeno fuzzy inference system using singleton consequents and mathematical functions, preferred for computational efficiency.
Fuzzy Logic Exercise: Fan Speed Control
Interactive fuzzy logic exercise demonstrating fan speed control based on temperature and humidity using min-max operators and centroid defuzzification.
Genetic Algorithm Visualisation
Step-by-step visualisation of genetic algorithm: chromosomes, fitness, selection, crossover, mutation, and population evolution.
Internet of Things (IoT)
IoT MCQ (Part A)
Interactive multiple choice quiz covering IoT introduction, architecture, hardware, protocols, data management, security, and future trends.
IoT Part B – Structured Questions
Part B notes: MQTT protocol, JSON format, MicroPython WiFi connection, Edge vs Cloud. Exam-style answers with diagrams and code.
IoT Part C – Smart Farming Essay
Full essay answer: IoT architecture applied to Smart Farming. Four layers, sensors/actuators, Edge/Fog/Cloud, protocols, and justification.