Open course notes in computer and mechatronics engineering, mathematics, circuit theory, programming, artificial intelligence, digital forensics and cybersecurity.
The Academy contains my course notes on computer and mechatronics engineering, mathematics, electronics, software, artificial intelligence, digital forensics, and cybersecurity.
A comprehensive engineering note on usability, information architecture, accessibility, responsive design, measurable task performance, data tables, forms, reliable client behavior, visual-system engineering, touch ergonomics, multiple input modalities, and a Zen approach to critical work applications.
A comprehensive course note on large language models from language modeling and Transformer architecture through pre-training, post-training, RAG, fine-tuning, reasoning, tool use, agents, security, evaluation, and production engineering, connected to other AI paradigms.
An engineering-management course integrating value, governance, scope, schedule, cost, quality, risk, teams, stakeholders, procurement, agile and hybrid delivery, EVM, technical decisions, and organizational learning.
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.
Comprehensive course notes on automatic control covering feedback, physical modeling, transfer functions, stability, PID, root locus, frequency response, state space, and advanced control methods.
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.
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.
Applied secure software engineering covering threat modeling, identity, web/API and network security, supply chains, security testing, and trust boundaries in AI-enabled applications.
A 25-unit study of the mathematical foundations of cryptology, classical ciphers, AES, RSA, elliptic curves, cryptanalysis, authenticated encryption, digital signatures, TLS 1.3, side channels, and post-quantum cryptography.
An engineering-oriented course covering the digital-evidence life cycle from first response and forensic acquisition to file systems, memory, network, mobile and cloud analysis, tool validation, correlation, and reporting.
A systems-oriented cybersecurity course covering risk, governance, trust architecture, identity, networks, endpoints, applications, cryptography, threat modeling, vulnerability management, detection, incident response, and resilience.
Advanced Spring Boot notes for the Spring Boot 4 and Spring Framework 7 generation, covering auto-configuration, dependency injection, MVC/REST, Jakarta Persistence, transactions, security, testing, HTTP clients, virtual threads, observability, Native Image, and production reliability.
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