Overview
Syllabus
Intro
Scale up and populate.. The Achilles heel
Elements in the Ai process
The infrastructure
Fully centralized decision
Semi centralized decision
Fully Decentralized decision
What characterizes industry and transport systems?
Edge computing is on the rise in many industries
Traditional way, we transfer everything to cloud
With Multi agent for large fleet
Analytics based on OT
Taxonomies and ontologies
TRANSFORMATIVE MAINTENANCE SOLUTIONS Integration & Application of Technologies
The challenge in Descriptive analytics
What is context awareness?
Railway context
Marine context
Diagnostic analytics
The challenge in Diagnostics analytics
Black Swan Losses
Data driven or model based?
The process of hybrid prediction
Predictive analytics:RUL prediction and simulation of scenarios
Prescriptive challenge: The digital butterfly effect
Is my ML model enough?
Need for complete datasets
Types of data analytics
Taught by
Open Data Science