| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ~Get Your Files Here ! | |||
| 1 - The Industrial AI Revolution | |||
| 1. Before we begin.en_GB.srt | 1.4 KB | ||
| 1. Before we begin.mp4 | 10.5 MB | ||
| 10 - Your Industrial AI Roadmap | |||
| 2 - The Data That's Already There | |||
| 10. Sampling Rate — The Physics Nobody Explains.en_GB.srt | 1.9 KB | ||
| 10. Sampling Rate — The Physics Nobody Explains.mp4 | 24.1 MB | ||
| 11. The 4 Data Problems That Kill AI Projects.en_GB.srt | 2.9 KB | ||
| 11. The 4 Data Problems That Kill AI Projects.mp4 | 36.5 MB | ||
| 12. How AI Learns From Your Plant Data — No Data Science Degree Required.en_GB.srt | 4.1 KB | ||
| 12. How AI Learns From Your Plant Data — No Data Science Degree Required.mp4 | 20.2 MB | ||
| 13. AI Foundations Models, Algorithms and Overfitting for Plant Leaders.en_GB.srt | 2.9 KB | ||
| 13. AI Foundations Models, Algorithms and Overfitting for Plant Leaders.mp4 | 20.1 MB | ||
| 14. Supervised vs Unsupervised — Your CMMS Data Decides.en_GB.srt | 1.5 KB | ||
| 14. Supervised vs Unsupervised — Your CMMS Data Decides.mp4 | 19.8 MB | ||
| 15. Feature Engineering — Turning Raw Readings Into Intelligence.en_GB.srt | 1.7 KB | ||
| 15. Feature Engineering — Turning Raw Readings Into Intelligence.mp4 | 23.8 MB | ||
| 16. From Historian to Intelligence — The Data Pipeline.en_GB.srt | 2.8 KB | ||
| 16. From Historian to Intelligence — The Data Pipeline.mp4 | 23.3 MB | ||
| 17. Mapping Your Plant's Data Landscape.en_GB.srt | 2.2 KB | ||
| 17. Mapping Your Plant's Data Landscape.mp4 | 18.2 MB | ||
| 17. R2_Plant_Data_Map_Template.xlsx | 6.3 KB | ||
| 18. Vardan's Data Checkpoint.en_GB.srt | 1.4 KB | ||
| 18. Vardan's Data Checkpoint.mp4 | 12.4 MB | ||
| 3 - Predictive Intelligence - Core Technologies | |||
| 19. Why Predictive Beats Preventive — The Cost Comparison.en_GB.srt | 1.4 KB | ||
| 19. Why Predictive Beats Preventive — The Cost Comparison.mp4 | 28.7 MB | ||
| 20. The Difference Between Monitoring and Predicting.en_GB.srt | 1.3 KB | ||
| 20. The Difference Between Monitoring and Predicting.mp4 | 12.6 MB | ||
| 21. Anomaly Detection — Your First Line of Defence.en_GB.srt | 1.7 KB | ||
| 21. Anomaly Detection — Your First Line of Defence.mp4 | 16.1 MB | ||
| 22. Vibration — What Every Rotating Machine Is Telling You.en_GB.srt | 2.3 KB | ||
| 22. Vibration — What Every Rotating Machine Is Telling You.mp4 | 27.1 MB | ||
| 23. Vibration Analysis — Frequency Fingerprints and FFT.en_GB.srt | 2.8 KB | ||
| 23. Vibration Analysis — Frequency Fingerprints and FFT.mp4 | 32.7 MB | ||
| 24. R3_Technology_Selection_Matrix.xlsx | 6.1 KB | ||
| 24. Thermal, Acoustic and Oil — Choosing Your Weapon.en_GB.srt | 2.9 KB | ||
| 24. Thermal, Acoustic and Oil — Choosing Your Weapon.mp4 | 30.8 MB | ||
| 25. Electrical Intelligence — The Sensor You Already Have.en_GB.srt | 2.9 KB | ||
| 25. Electrical Intelligence — The Sensor You Already Have.mp4 | 46 MB | ||
| 26. Sensor Fusion — When One Technology Isn't Enough.en_GB.srt | 3.2 KB | ||
| 26. Sensor Fusion — When One Technology Isn't Enough.mp4 | 32.5 MB | ||
| 27. Remaining Useful Life — The Metric Leadership Understands.en_GB.srt | 1.3 KB | ||
| 27. Remaining Useful Life — The Metric Leadership Understands.mp4 | 13.9 MB | ||
| 28. Vardan's Predictive Pilot — Your Template.en_GB.srt | 3.6 KB | ||
| 28. Vardan's Predictive Pilot — Your Template.mp4 | 61.4 MB | ||
| 4 - Digital Twin Intelligence | |||
| 29. Building the Architecture Behind This Twin.en_GB.srt | 819.2 B | ||
| 29. Building the Architecture Behind This Twin.mp4 | 8.7 MB | ||
| 29. Predictive Maintenance Your First Asset Digital Twin.url | 102.4 B | ||
| 30. The Asset That Failed in the Digital World First.en_GB.srt | 1.2 KB | ||
| 30. The Asset That Failed in the Digital World First.mp4 | 14.4 MB | ||
| 31. The Trial That Never Stopped Production.en_GB.srt | 2.5 KB | ||
| 31. The Trial That Never Stopped Production.mp4 | 8.5 MB | ||
| 32. Asset Twin vs Process Twin vs System Twin.en_GB.srt | 2.4 KB | ||
| 32. Asset Twin vs Process Twin vs System Twin.mp4 | 8.8 MB | ||
| 33. What Data Feeds a Twin — and the 3 Gaps That Kill It.en_GB.srt | 2.8 KB | ||
| 33. What Data Feeds a Twin — and the 3 Gaps That Kill It.mp4 | 19.5 MB | ||
| 34. The 4 Levels of Twin Intelligence.en_GB.srt | 2.7 KB | ||
| 34. The 4 Levels of Twin Intelligence.mp4 | 23.6 MB | ||
| 35. R6_Digital_Twin_Roadmap_Template.xlsx | 6.8 KB | ||
| 35. Your Digital Twin Roadmap.en_GB.srt | 3.2 KB | ||
| 35. Your Digital Twin Roadmap.mp4 | 31.3 MB | ||
| 36. Build vs Buy vs Configure.en_GB.srt | 3 KB | ||
| 36. Build vs Buy vs Configure.mp4 | 11.2 MB | ||
| 37. Total Cost of Ownership.en_GB.srt | 2.1 KB | ||
| 37. Total Cost of Ownership.mp4 | 7.8 MB | ||
| 5 - Computer Vision & Quality Intelligence | |||
| 38. How Computer Vision Works in Manufacturing.en_GB.srt | 1.4 KB | ||
| 38. How Computer Vision Works in Manufacturing.mp4 | 18.8 MB | ||
| 39. CNN Without the Math — What You Actually Need to Know.en_GB.srt | 1.8 KB | ||
| 39. CNN Without the Math — What You Actually Need to Know.mp4 | 19.2 MB | ||
| 40. Transfer Learning — Why You Don't Need 100,000 Images.en_GB.srt | 1.7 KB | ||
| 40. Transfer Learning — Why You Don't Need 100,000 Images.mp4 | 15.2 MB | ||
| 41. Defect Classification vs Detection vs Localisation.en_GB.srt | 1.3 KB | ||
| 41. Defect Classification vs Detection vs Localisation.mp4 | 13.9 MB | ||
| 42. Edge Deployment — Running Vision AI Without the Cloud.en_GB.srt | 1.5 KB | ||
| 42. Edge Deployment — Running Vision AI Without the Cloud.mp4 | 18.7 MB | ||
| 43. Model Retraining — Keeping Your Vision AI Accurate.en_GB.srt | 1.6 KB | ||
| 43. Model Retraining — Keeping Your Vision AI Accurate.mp4 | 14.9 MB | ||
| 44. What Vardan's Quality Team Was Missing.en_GB.srt | 1.3 KB | ||
| 44. What Vardan's Quality Team Was Missing.mp4 | 14.1 MB | ||
| 6 - Process Optimisation AI | |||
| 45. What Process Optimisation AI Actually Does Foundation.en_GB.srt | 1.5 KB | ||
| 45. What Process Optimisation AI Actually Does Foundation.mp4 | 15.9 MB | ||
| 46. Energy Optimisation — The Fastest ROI in Process AI.en_GB.srt | 1.5 KB | ||
| 46. Energy Optimisation — The Fastest ROI in Process AI.mp4 | 14.9 MB | ||
| 47. Yield Optimisation in Batch Manufacturing — A Real Plant Floor Story.en_GB.srt | 1.5 KB | ||
| 47. Yield Optimisation in Batch Manufacturing — A Real Plant Floor Story.mp4 | 17.3 MB | ||
| 48. OEE Improvement Through AI Scheduling.en_GB.srt | 1.6 KB | ||
| 48. OEE Improvement Through AI Scheduling.mp4 | 21.9 MB | ||
| 7 - Connected Worker & Human-AI Collaboration | |||
| 49. RAG Systems — Making Your Maintenance Knowledge Searchable.en_GB.srt | 1.9 KB | ||
| 49. RAG Systems — Making Your Maintenance Knowledge Searchable.mp4 | 20.9 MB | ||
| 50. Voice to Work Order — Eliminating Administrative Burden.en_GB.srt | 2 KB | ||
| 50. Voice to Work Order — Eliminating Administrative Burden.mp4 | 20.1 MB | ||
| 51. R8_Connected_Worker_Rollout_Plan.xlsx | 7.2 KB | ||
| 51. Vardan After Section 7 — Knowledge Preserved.en_GB.srt | 1.3 KB | ||
| 51. Vardan After Section 7 — Knowledge Preserved.mp4 | 15.4 MB | ||
| 8 - Industrial AI Analytics & Data Science | |||
| 52. The 95% Accuracy Trap — And How Vendors Use It.en_GB.srt | 1.6 KB | ||
| 52. The 95% Accuracy Trap — And How Vendors Use It.mp4 | 5 MB | ||
| 53. The Four AI Types — And Which One Your Vendor Is Actually Selling You.en_GB.srt | 1.8 KB | ||
| 53. The Four AI Types — And Which One Your Vendor Is Actually Selling You.mp4 | 18.4 MB | ||
| 54. Four Vendor Claims — And the Questions That Expose Them.en_GB.srt | 2.7 KB | ||
| 54. Four Vendor Claims — And the Questions That Expose Them.mp4 | 62.3 MB | ||
| 55. Deploying AI at the Edge vs the Cloud.en_GB.srt | 4.5 KB | ||
| 55. Deploying AI at the Edge vs the Cloud.mp4 | 16.8 MB | ||
| 56. Model Drift — Why Your AI Gets Dumb Over Time.en_GB.srt | 3.3 KB | ||
| 56. Model Drift — Why Your AI Gets Dumb Over Time.mp4 | 12.7 MB | ||
| 57. Building Vardan's AI Evaluation Report.en_GB.srt | 2.1 KB | ||
| 57. Building Vardan's AI Evaluation Report.mp4 | 7.4 MB | ||
| 9 - OT IT Convergence & Cybersecurity | |||
| 58. OT ICS Cybersecurity IEC 62443 Beginner's Guide.url | 102.4 B | ||
| 58. Protecting the Plant You Are Now Optimising (Description).html | 819.2 B | ||
| 58. Protecting the Plant You Are Now Optimising.en_GB.srt | 921.6 B | ||
| 58. Protecting the Plant You Are Now Optimising.mp4 | 11.8 MB | ||
| 59. Your AI Programme Just Changed Your Security Exposure.en_GB.srt | 1.5 KB | ||
| 59. Your AI Programme Just Changed Your Security Exposure.mp4 | 13.1 MB | ||
| 60. Why We Are Not Connected Is No Longer True.en_GB.srt | 1.3 KB | ||
| 60. Why We Are Not Connected Is No Longer True.mp4 | 15.3 MB | ||
| 61. What Makes a Manufacturing Plant a Target.en_GB.srt | 1.5 KB | ||
| 61. What Makes a Manufacturing Plant a Target.mp4 | 14.5 MB | ||
| 62. The Threat Most Likely to Stop Your AI Programme.en_GB.srt | 1.9 KB | ||
| 62. The Threat Most Likely to Stop Your AI Programme.mp4 | 23.6 MB | ||
| 63. The One Standard Your OT Network Cannot Ignore.en_GB.srt | 1.4 KB | ||
| 63. The One Standard Your OT Network Cannot Ignore.mp4 | 11.5 MB | ||
| 64. Vardan After Section 9— Blueprint Complete.en_GB.srt | 1.8 KB | ||
| 64. Vardan After Section 9— Blueprint Complete.mp4 | 7.3 MB | ||
| 8. You Don't Need New Sensors — Use What You Have.en_GB.srt | 2.4 KB | ||
| 8. You Don't Need New Sensors — Use What You Have.mp4 | 39.3 MB | ||
| 9. The Four Data Types Your AI Needs.en_GB.srt | 1.9 KB | ||
| 9. The Four Data Types Your AI Needs.mp4 | 24 MB | ||
| 65. Building Your Industrial AI Roadmap — The Sequence That Works.en_GB.srt | 2.1 KB | ||
| 65. Building Your Industrial AI Roadmap — The Sequence That Works.mp4 | 20.7 MB | ||
| 66. Course Conclusion — Go Close the Gap.en_GB.srt | 2.4 KB | ||
| 66. Course Conclusion — Go Close the Gap.mp4 | 25.9 MB | ||
| 2. The Night Shift Call Nobody Wants to Make.en_GB.srt | 819.2 B | ||
| 2. The Night Shift Call Nobody Wants to Make.mp4 | 8.7 MB | ||
| 3. Why Your PLC Cannot Predict Anything — But AI Can.en_GB.srt | 1.1 KB | ||
| 3. Why Your PLC Cannot Predict Anything — But AI Can.mp4 | 15 MB | ||
| 4. PLC Executes Rules. AI Discovers Them.en_GB.srt | 1.6 KB | ||
| 4. PLC Executes Rules. AI Discovers Them.mp4 | 17.3 MB | ||
| 5. What AI Cannot Do in Manufacturing.en_GB.srt | 1.4 KB | ||
| 5. What AI Cannot Do in Manufacturing.mp4 | 17.5 MB | ||
| 6. R1_Bridge_Model_Assessment.xlsx | 7 KB | ||
| 6. The 5-Level OT IT Bridge Model.en_GB.srt | 4 KB | ||
| 6. The 5-Level OT IT Bridge Model.mp4 | 40.2 MB | ||
| 7. Are You Ready Industrial AI Maturity Assessment.en_GB.srt | 2.4 KB | ||
| 7. Are You Ready Industrial AI Maturity Assessment.mp4 | 23.5 MB | ||
| 7. R5_30_Day_Action_Plan.xlsx | 7.3 KB |
Industrial AI: Predictive Maintenance, Digital Twins & Visio
https://WebToolTip.com
Last updated 4/2026
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 52m | Size: 1.31 GB
Deploy PdM, vision AI & digital twins in 90 days — evaluate vendors, no coding, built for plant leaders
What you'll learn
Master Industrial AI fundamentals and understand how AI, machine learning, and IoT are transforming modern manufacturing operations
Design and implement predictive intelligence systems using vibration analysis, thermal imaging, and multi-sensor fusion to prevent equipment failures
Build digital twin strategies for assets, processes, and systems to optimize production, reduce downtime, and enable data-driven decision making
Develop comprehensive Industrial AI roadmaps with clear ROI justification, phased implementation plans, and change management strategies
Navigate OT/IT convergence challenges, implement industrial cybersecurity best practices, and build cross-functional teams for successful AI deployment
Apply computer vision and AI-powered quality inspection to achieve 99%+ defect detection rates and eliminate manual inspection bottlenecks
Requirements
Basic understanding of manufacturing operations or industrial processes (maintenance, production, quality, or plant management experience helpful but not required) Familiarity with common manufacturing equipment such as motors, pumps, conveyors, or production machinery (no advanced technical degree needed) Interest in digital transformation, Industry 4.0, or applying AI/data analytics to solve real-world manufacturing challenges Access to a computer or mobile device to watch lectures and complete assignments (all tools and templates provided as downloadable resources) No programming, data science, or AI expertise required - course designed for manufacturing professionals, not data scientists Openness to learning new technologies and applying them to improve operational excellence in industrial environments
Familiarity with common manufacturing equipment such as motors, pumps, conveyors, or production machinery (no advanced technical degree needed)
Interest in digital transformation, Industry 4.0, or applying AI/data analytics to solve real-world manufacturing challenges
Access to a computer or mobile device to watch lectures and complete assignments (all tools and templates provided as downloadable resources)
No programming, data science, or AI expertise required - course designed for manufacturing professionals, not data scientists
Openness to learning new technologies and applying them to improve operational excellence in industrial environments
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