Academy

Open course notes in engineering, computer science, software, artificial intelligence, electronics, mathematics, cybersecurity and related fields.

Academy is my personal, openly accessible learning archive and brings together course notes I have prepared over the years in a single learning index while preserving their existing publication dates, canonical addresses and technical context. Each course note continues to be published at its own permanent address.

Current technical analyses and engineering articles remain under Blog, while concise conceptual references are maintained separately in Wiki.

Quantum Computers

Lecture notes on qubits, superposition, interference, entanglement, measurement, Shor and Grover algorithms, quantum error correction, quantum machine learning, and post-quantum cryptography.

September 2026

HTS Analysis: Examining Traffic, Device, Time, Location, and Relationship Data from a Digital Forensics Perspective

Technical course notes examining HTS/CDR data across traffic, device, time, cell-site, location, and relationship dimensions together with data integrity, uncertainty, correlation, graph analysis, and the limits of forensic interpretation.

May 2026

Intent Programming and AI-Assisted Software Engineering

Comprehensive course notes examining the evolution of programming from machine code to natural language and software-development agents through intent, algorithms, verification, professional transformation, and critical systems.

April 2026

Prompt Engineering: Theory, Design, and Practice

Course notes that systematically examine prompt design for generative AI systems through task definition, context, constraints, examples, output contracts, evaluation, security, and tool use.

April 2026

High-Performance Java Data Systems

A comprehensive engineering note on latency, throughput, JVM behavior, JPA/Hibernate, JDBC, HikariCP, SQL, indexing, caching, Kafka, PostgreSQL, load testing, and capacity planning for high-performance Java data systems.

May 2025

UI/UX Engineering in Web Applications: Usability, Responsive Design, and Reliable Client Behavior

A comprehensive engineering note on usability, information architecture, accessibility, responsive design, data tables, forms, reliable client behavior, and a Zen approach to critical work applications.

December 2023

Fuzzy Logic: Theory, Inference, Control, and Applications

Course notes covering theory and practice from fuzzy sets and membership functions to Mamdani and Sugeno inference, fuzzy control, clustering, ANFIS, and type-2 systems.

February 2022

Automatic Control: Theory, Analysis, Design, and Practice

Comprehensive course notes on automatic control covering feedback, physical modeling, transfer functions, stability, PID, root locus, frequency response, state space, and advanced control methods.

March 2021

Artificial Intelligence and the Artificial Neural Network Approach

A comprehensive technical note on the biological inspiration, computational components, learning paradigms, application areas, strengths, limitations, and major families of artificial neural networks.

February 2021

Software Test Engineering: Applied Verification and Validation from Requirements to Production

A practical software test engineering study note covering testable requirements, unit and integration testing, TDD, property-based and mutation testing, fuzzing, Testcontainers, performance, security, resilience, CI/CD, and production verification.

February 2021

Oracle Database and PL/SQL: Architecture, SQL, and Performance

A layered technical reference to Oracle Database and PL/SQL, from architecture, SQL, transactions and the optimizer to performance, RAC, Data Guard, modernization, JSON, and vector search.

January 2021

Red Hat Enterprise Linux System Administration

A practical Red Hat Enterprise Linux system administration reference covering the shell, file systems, users, SELinux, systemd, networking, firewalls, DNF, LVM, storage, virtualization, Podman, automation, image mode, troubleshooting, and performance from fundamentals to advanced operations.

January 2021