Industry 5.0
Industry 4.0 connected machines and data. Industry 5.0 asks what that technology is for: industry that puts people at the centre, cuts its impact on the planet and keeps running through shocks. These are the skills behind each of its three pillars, and where to learn them here.
Source: Industry 5.0 (European Commission, Research and Innovation)
Your Industry 5.0 ready score
Sign in and tick lessons in the Skill Packs below to see how ready you are. You are Industry 5.0 ready once you have finished one pack in every pillar.
Sign inHuman-centred
Technology that helps people do their work better and more safely, builds their skills and respects their rights.
- Human–AI and human–robot collaboration
- Human-in-the-loop design
- Explainable and fair AI
- Worker safety and wellbeing
- Responsible AI rules
Skill Packs
I50-HUMBeginner
Human-centred AI and human–robot collaboration
AI and robots that work with people, not around them: human-in-the-loop design, explanations people can act on, fairness checks, collaborative robot safety, worker wellbeing and the rules that protect workers.
25 hours 9 lessons 🎓 2 free certifications 📚 8 library resources 5.0 · 🤝 Human-centred
GEN-05Advanced
AI security, safety and governance
Keeping AI systems safe and lawful: the OWASP Top 10 for LLM applications, prompt injection and red-teaming, data protection, fairness, and AI governance in India and abroad.
17 hours 9 lessons 🎓 2 free certifications 📚 8 library resources 5.0 · 🤝 Human-centred
ML-02Advanced
Feature engineering, tuning and responsible machine learning
What turns a working model into a good, trustworthy one: features, leakage, imbalanced data, tuning, explanations and fairness.
24 hours 10 lessons 🎓 2 free certifications 📚 8 library resources 5.0 · 🤝 Human-centred
ENG-ROBBeginner
Robotics and automation with AI
From kinematics and control to perception and learning: ROS, simulation, computer vision for robots and reinforcement learning basics.
29 hours 9 lessons 🎓 2 free certifications 📚 8 library resources 5.0 · 🤝 Human-centred
Job Ready roles that teach it
AI Security EngineerRobotics and Automation EngineerIndustry 4.0 and Manufacturing AI EngineerGenerative AI EngineerForward Deployed Engineer (FDE)Agentic AI EngineerLLMOps EngineerPrompt and Context EngineerVoice AI EngineerAI Solutions ArchitectAI Product ManagerAI ConsultantAI Governance and Safety SpecialistAI Automation and Low-Code SpecialistMachine Learning EngineerMLOps EngineerData ScientistDeep Learning EngineerComputer Vision EngineerRecommendation Systems EngineerAI Research EngineerApplication Security EngineerSAP AI and Joule Agents Developer
Industry tracks where it matters most
Healthcare & Hospitals projectsManufacturing, Robotics & Industry 4.0 projectsBanking & Fintech projects
Sustainable
Industry that cuts its emissions, energy and waste, and can show the data behind its claims.
- Carbon accounting and ESG reporting
- Energy and renewables analytics
- Environmental monitoring
- Circular products
- Green AI
Skill Packs
I50-SUSBeginner
Sustainable AI: ESG data, carbon accounting and green tech
Sustainability data in practice: carbon accounting by scope, ESG reporting in India, energy and renewables data, environmental monitoring, circular products, the footprint of AI itself and how to avoid greenwashing.
26 hours 10 lessons 🎓 1 free certification 📚 8 library resources 5.0 · 🌱 Sustainable
IND-ENEBeginner
AI in energy, power and utilities
Forecasting and optimisation for energy companies: demand and price forecasts, renewables, outage prediction, asset health and energy efficiency.
27 hours 9 lessons 🎓 1 free certification 📚 8 library resources 5.0 · 🌱 Sustainable
IND-AGRBeginner
AI in agriculture and food
Crop, soil, weather and market data in practice: yield and price prediction, disease detection from leaf images, precision farming and food supply chains.
29 hours 10 lessons 🎓 1 free certification 📚 6 library resources 5.0 · 🌱 Sustainable
IND-CONBeginner
AI in construction, infrastructure and smart cities
Data on sites, structures and cities: progress tracking from images, safety monitoring, predicting delays and costs, and smart-city services such as traffic and waste.
27 hours 9 lessons 📚 8 library resources 5.0 · 🌱 Sustainable
IND-AUTAdvanced
AI in automotive, EV and aerospace
Vehicle and flight data in practice: battery health, driver monitoring, perception for driving, predictive maintenance and aerospace quality and safety.
27 hours 9 lessons 📚 8 library resources 5.0 · 🌱 Sustainable
Job Ready roles that teach it
Process and Chemical AI EngineerSustainability and ESG Data AnalystCivil and Infrastructure AI EngineerAgri-tech and Food AI Analyst
Industry tracks where it matters most
Energy, Power & Utilities projectsAgriculture & Food projectsConstruction, Infrastructure & Smart Cities projectsAutomotive, EV & Aerospace projects
Resilient
Operations that keep running through supply shocks, outages and attacks, and recover quickly.
- Supply-chain risk
- Digital twins and simulation
- Forecasting under disruption
- Business continuity
- Cyber resilience
Skill Packs
I50-RESBeginner
Resilient operations: supply-chain risk and digital twins
Keeping operations running through shocks: mapping supply networks and single points of failure, risk signals, forecasting under disruption, buffers and what-if simulation, digital twins and business continuity.
26 hours 9 lessons 🎓 1 free certification 📚 8 library resources 5.0 · 🛡️ Resilient
IND-LOGBeginner
AI in logistics and supply chain
Routing, forecasting, warehouse operations and visibility with data: delivery-time prediction, vehicle routing, inventory placement and control towers.
27 hours 9 lessons 🎓 1 free certification 📚 8 library resources 5.0 · 🛡️ Resilient
MGT-OPSBeginner
Operations, supply chain analytics and AI
Plan and improve operations with data: demand forecasting, inventory, routing, scheduling and quality, with Excel, Python and optimisation tools.
30 hours 10 lessons 📚 8 library resources 5.0 · 🛡️ Resilient
IND-MFGBeginner
AI in manufacturing, robotics and Industry 4.0
Smart factories in practice: OEE and downtime analytics, quality inspection, predictive maintenance, scheduling and digital twins.
27 hours 9 lessons 🎓 1 free certification 📚 8 library resources 5.0 · 🛡️ Resilient
SEC-03Advanced
Security operations (SOC) and incident response
Work in a security operations centre: monitoring, SIEM, triage, threat intelligence, incident response and forensics basics.
29 hours 10 lessons 🎓 1 free certification 📚 8 library resources 5.0 · 🛡️ Resilient
Job Ready roles that teach it
AI Security EngineerRobotics and Automation EngineerIndustry 4.0 and Manufacturing AI EngineerProcess and Chemical AI EngineerOperations and Supply Chain AnalystCybersecurity (SOC) AnalystNetwork Security EngineerCloud Security and DevSecOps Engineer
Industry tracks where it matters most
Logistics & Supply Chain projectsManufacturing, Robotics & Industry 4.0 projectsRetail, E-commerce & Consumer Goods projectsCybersecurity & Digital Trust projects
Future watch: Industry 6.0
Industry 6.0 has no agreed definition or standard yet. These are themes researchers and companies discuss under that name; the packs beside each are where to start today.
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AI agents that run whole processes
People set the goals and limits; agents plan, act and hand back when unsure.
Start with: Agentic AI: AI agents, MCP and multi-agent systems
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Factories that rebuild themselves for each order
Lines and robots that change over by software for one-off, personalised products.
Start with: Robotics and automation with AIIoT, embedded systems and edge AI
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Computing everywhere
Next-generation networks and edge devices linking machines, people and their digital twins in real time.
Start with: IoT, embedded systems and edge AIAI for electronics and communication engineering
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Quantum and other new computing
Quantum computers moving from labs into optimisation, chemistry and security.
Start with: Quantum computing foundations