15 Modules. 143 Micro-Learnings.
From Python basics to AI-powered plant platforms. Self-paced, vendor-neutral, proven in production.
Foundations of Industrial Monitoring
Python, SQL, Claude Code, networking and the monitoring landscape. The foundation for every OT engineer.
OPC & Industrial Communication
OPC-DA, OPC-UA, protocols and data integration. The universal language of industrial systems.
SQL for Industrial Data
InfluxDB, MSSQL and MongoDB — model, query and manage time-series and relational plant data.
AspenTech IP.21 Fundamentals
Python without Process Explorer license — data extraction via SQLplus, REST API and Python scripting.
OSIsoft PI Fundamentals
PI Vision, PI Web API, PI AF — connect, query and migrate your PI data to open source.
PLC Connectivity
Siemens, Allen-Bradley, Beckhoff and Modbus — direct PLC communication without middleware licenses.
Data Conditioning & Quality
Filtering, quality codes and outlier handling — clean data before it reaches your dashboard.
Data Modeling & Contextualization
ISA-95, asset hierarchies and contextualization — structure your data for the long term.
Grafana & Prometheus for Industry
Alerting, Windows Exporter and industrial dashboards — from zero to production-grade visualisation.
Industrial Dashboards with Next.js
SSE, Supabase Realtime and live OT dashboards — build custom web apps for your plant floor.
Automation & Workflow Engineering
N8N, Celery and RabbitMQ — automate reports, alerts and data pipelines without vendor tools.
MQTT & Unified Namespace
RabbitMQ and Apache NiFi — build an event-driven Unified Namespace for your entire plant.
REST Data Server
ASP.NET Core, IIS and JWT — build a secure industrial REST API that integrates with any client.
Edge Deployment
Docker, Nginx and TailScale — deploy your entire stack to an edge server or VPS.
Industrial AI
Anomaly detection, LLM integration and MCP — bring AI to your plant data pipeline.
Practical Exam & Certificate
Apply all 143 micro-learnings in a real-world project and earn your Certified Industrial Data Engineer certificate.
Learning Paths
Your route through the curriculum — choose your starting point.
Meet the Instructors
Lead Instructor
Lead Instructor
15+ years working with ABB 800xA, Siemens PCS7, Aspentech IP.21, Wonderware and OSIsoft PI at food production and chemical plants. Leads Foundation, OPC, SQL, Data, Automation, Grafana, Next.js, MQTT, REST Server and AI modules.
Co-Instructor
Co-Instructor
PLC and SCADA specialist with deep hands-on experience in field-level connectivity. Leads OSIsoft PI, PLC Connectivity and Edge Deployment modules.
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