UMT

Educational resources and materials related to UMT studies.

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.