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Maritime AI & Data Foundations Series : Part 4/4. From SFI to Smart Ship — How IACS UR E26 CBS Inventory Works in Practice

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🔒 Cyber Compliance IACS UR E26 · CBS · SFI OT Security · Network Zones Maritime 4.0 PART 4 OF 4 — Maritime AI & Data Foundations From SFI to Smart Ship — How IACS UR E26 CBS Inventory Works in Practice What the regulation actually requires, how the SFI code connects to it, and what surveyors check · ~13 min read Captain  Paul Maritime 4.0 · AI, Data & Cyber Security  ·  linkedin.com/in/shipjobs In Part 1, we mapped the SFI code hierarchy. In Part 2, we traced how sensor data flows from those systems to shore. In Part 3, we wrote Python to analyze that data. Now we reach the compliance layer that governs all of it. IACS UR E26 — Cyber Resilience of Ships — requires every vessel covered by its scope to maintain a complete inventory of onboard Computer-Based Systems (CBSs). Understanding what this inventory must contain, how the SFI co...

Maritime AI & Data Foundations Series : Part 3/4. Python for Maritime Engineers — 5 Real Use Cases with Ship Data

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Maritime AI & Data Foundations › Part 1: What Is the SFI Code › Part 2: Ship Sensor Data Flow › Part 3: Python Use Cases 🐍 Python pyais · pynmea2 · pandas · scipy AIS · NMEA · IAS Data Maritime 4.0 PART 3 OF 4 — Maritime AI & Data Foundations Python for Maritime Engineers — 5 Real Use Cases with Ship Data From AIS parsing to automated noon reports — hands-on Python with real maritime data formats · ~14 min read Captain Ethan Maritime 4.0 · AI, Data & Cyber Security  ·  linkedin.com/in/shipjobs In Part 1, we mapped the SFI code hierarchy that gives every onboard system a standardized address. In Part 2, we traced how sensor data travels through four network layers to a shore analytics platform. Now we put tools in your hands. Python has become the default language for maritime data work because the dominant ...

Maritime AI & Data Foundations Series : Part 2/4. How Ship Sensor Data Flows — From Onboard to Shore

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Maritime AI & Data Foundations › Part 1: What Is the SFI Code › Part 2: Ship Sensor Data Flow 📡 Ship Data Flow AIS · ECDIS · IAS · VSAT NMEA · Protocols Maritime 4.0 PART 2 OF 4 — Maritime AI & Data Foundations How Ship Sensor Data Flows — From Onboard to Shore AIS, ECDIS, and IAS Data Architecture in the Connected Maritime World · ~12 min read Captain Phul Maritime 4.0 · AI, Data & Cyber Security  ·  linkedin.com/in/shipjobs In Part 1, we established that SFI codes are the classification backbone that gives every onboard system a standardized address. But classification alone is not enough. Once data is generated on a vessel, it needs to travel — through layers of onboard networks, across satellite links, and into shore-based analytics platforms. Understanding how sensor data moves from ship to shore is essential...
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