Master engineering computation, control systems, data analysis, and modeling with browser-based interactive coding sandboxes and verified certificates.
A hands-on, live 4-session masterclass on breaking and fortifying AI systems: master adversarial prompt injection, jailbreaks with garak & PyRIT, enterprise guardrails, EU AI Act compliance, and MATLAB formal neural network verification.
EU AI Act Annex IV documentation, corporate AUP drafting, and training dataset copyright/GPL clean-room audits.
Direct/indirect prompt injection, multi-turn Crescendo jailbreaks, and automated fuzzing with garak & PyRIT.
Implementing NVIDIA NeMo Guardrails, Meta Llama Guard 3, and real-time Presidio PII masking pipelines.
Reachability analysis in Deep Learning Toolbox, Simulink barrier supervisors, and ISO 26262 ASIL-D certification.
Live Interactive Zoom Sessions with Q&A
Learn foundational MATLAB syntax, array computations, 2D data plotting, and script automation with an in-browser GNU Octave execution engine.
Step-by-step written tutorials covering arrays, loops, plotting, conditionals, and more — with full code examples and walkthroughs for every topic.
Build dynamic block diagrams, simulate physical multi-domain systems, run Stateflow logic, and analyze dynamic time-domain responses.
Master transfer functions, frequency response Bode plots, root locus stability analysis, and automated PID controller tuning algorithms.
Filter image noise, execute morphological operations, implement threshold segmentation, and build object detection algorithms.
Train supervised classification models, build regression pipelines, tune hyperparameters, and deploy deep neural network classifiers.
Simulate Battery Management Systems (BMS), electric motor drives, regenerative braking, and drive-cycle energy consumption.