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.
An academic course applying queueing systems, Poisson and Markov processes, performance metrics, capacity planning, and discrete-event simulation to computing systems.
An academic course on constraint satisfaction, constraint propagation, global constraints, SAT/SMT/CP-SAT, combinatorial search, and solver validation.
An academic computer science course on strategic interaction, Nash equilibrium, equilibrium computation, regret minimization, and mechanism design.
An academic course on linear and integer programming, duality, network optimization, uncertainty, and solver algorithms in computer science.
Comprehensive engineering notes on decision support systems, from decision processes and architecture to multi-criteria analysis, optimization, simulation, uncertainty, machine learning, decision intelligence, human oversight, and AI risk management.
A systems-engineering course integrating Cognitive Task Analysis, Cognitive Work Analysis, Naturalistic Decision Making, situation awareness, Ecological Interface Design, and resilience engineering for complex human-machine systems.
Lecture notes on qubits, superposition, interference, entanglement, measurement, Shor and Grover algorithms, quantum error correction, quantum machine learning, and post-quantum cryptography.
Technical course notes examining HTS/CDR data across traffic, device, time, cell-site, location, and relationship dimensions, including integrity, uncertainty, temporal-spatial correlation, graph analysis, robust time-series methods, and forensic interpretation limits.
A course on AI-assisted software development from vibe coding, intent-driven and spec-driven approaches, context engineering and agents through change provenance, verification, rollback, and critical-system safety.
A course on prompt engineering from task, context, constraints, examples, and output contracts through evaluation sets, regression testing, mutation/metamorphic testing, adversarial evaluation, and version comparison.
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.
A production-oriented RAG course covering retrieval, hybrid search, reranking, big-data ingestion, private-data chat, Graph RAG, temporal relationship analysis, security, evaluation, and on-premises architectures.
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