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Introduction to Industry 4.0 and Industrial Internet of Things

Introduction to Industry 4.0 and Industrial Internet of Things

IIT Kharagpur July 2018 via YouTube Direct link

Lecture 37 : IIoT Analytics and Data Management: Machine Learning and Data Science – Part 1

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Lecture 37 : IIoT Analytics and Data Management: Machine Learning and Data Science – Part 1

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Introduction to Industry 4.0 and Industrial Internet of Things

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  1. 1 Introduction to Industry 4 0 and Industrial Internet of Things
  2. 2 Lecture 01 : Introduction : Sensing and Actuation
  3. 3 Lecture 02 : Introduction : IoT Connectivity - Part I
  4. 4 Lecture 03 : Introduction : IoT Connectivity - Part II
  5. 5 Lecture 04 : Introduction : IoT Networking - Part I
  6. 6 Lecture 05 : Introduction : IoT Networking - Part II
  7. 7 Lecture 06 : Industry 4.0: The Fourth Revolution
  8. 8 Lecture 07 : Industry 4.0: Sustainability Assessment of Manufacturing Industry
  9. 9 Lecture 08 : Industry 4.0: Lean Production System
  10. 10 Lecture 09 : Industry 4.0: Smart and Connected Business Perspective
  11. 11 Lecture 10 : Industry 4.0: Smart Factories
  12. 12 Lecture 11 : Industry 4.0: Cyber-Physical Systems and Next-Generation Sensors
  13. 13 Lecture 12 : Industry 4.0: Collaboration Platform and Product Lifecycle Management
  14. 14 Lecture 13 : Industry 4.0: Augmented Reality and Virtual Reality
  15. 15 Lecture 14 : Industry 4.0: Artificial Intelligence
  16. 16 Lecture 15 : Industry 4.0: Big Data and Advanced Analysis
  17. 17 Lecture 16 : Industry 4.0: Cybersecurity
  18. 18 Lecture 17 : Basics of Industrial IoT: Introduction
  19. 19 Lecture 18 : Basics of Industrial IoT: Industrial Internet Systems
  20. 20 Lecture 19 : Basics of IIoT: Industrial Sensing & Actuation
  21. 21 Lecture 20 : Basics of Industrial IoT: Industrial Processes – Part 1
  22. 22 Lecture 21 : Basics of Industrial IoT: Industrial Processes – Part 2
  23. 23 Lecture 22 : Business Models and Reference Architecture for IIoT: Business Models – Part 1
  24. 24 Lecture 23 : Business Models and Reference Architecture for IIoT: Business Models – Part 2
  25. 25 Lecture 24 : Business Models and Reference Architecture for IIoT: Reference Architecture – Part 1
  26. 26 Lecture 25 : Business Models and Reference Architecture for IIoT: Reference Architecture – Part 2
  27. 27 Lecture 26 : Key Enablers of Industrial IoT: Sensing-Part 1
  28. 28 Lecture 27 : Key Enablers of Industrial IoT: Sensing-Part 2
  29. 29 Lecture 28 : Key Enablers of Industrial IoT: Connectivity-Part 1
  30. 30 Lecture 29 : Key Enablers of Industrial IoT: Connectivity-Part 2
  31. 31 Lecture 30 : Key Enablers of Industrial IoT: Connectivity-Part 3
  32. 32 Lecture 31: Key Enablers of Industrial IoT: Connectivity – Part 4
  33. 33 Lecture 32: Key Enablers of Industrial IoT: Connectivity – Part 5
  34. 34 Lecture 33: Key Enablers of Industrial IoT: Processing – Part 1
  35. 35 Lecture 34: Key Enablers of Industrial IoT: Processing – Part 2
  36. 36 Lecture 35: Key Enablers of Industrial IoT: Process Control
  37. 37 Lecture 36 : IIoT Analytics and Data Management: Introduction
  38. 38 Lecture 37 : IIoT Analytics and Data Management: Machine Learning and Data Science – Part 1
  39. 39 Lecture 38 : IIoT Analytics and Data Management: Machine Learning and Data Science – Part 2
  40. 40 Lecture 39: IIoT Analytics and Data Management: Cloud Computing in IIoT – Part 1
  41. 41 Lecture 40 : IIoT Analytics and Data Management: Cloud Computing in IIoT – Part 2
  42. 42 Lecture 41 : Analytics and Data Management: Fog Computing in IIoT
  43. 43 Lecture 42: IIoT Analytics and Data Management: Tutorial for R & Julia Programming
  44. 44 Lecture 43 : IIoT Analytics and Data Management: Data Management with Hadoop
  45. 45 Lecture 44 : IIoT Analytics and Data Management: Data Center Networks
  46. 46 Lecture 45 : Advanced Technologies: Software-Defined Networking (SDN) in IIoT – Part 1
  47. 47 Lecture 46 : Advanced Technologies: Software-Defined Networking (SDN) in IIoT – Part 2
  48. 48 Lecture 47 : Advanced Technologies: Security in IIoT – Part 1
  49. 49 Lecture 48 : Advanced Technologies: Security in IIoT – Part 2
  50. 50 Lecture 49 : IIoT Applications: Factories and Assembly Line
  51. 51 Lecture 50 : IIoT Applications: Food Industry
  52. 52 Lecture 51 : IIoT Applications: Healthcare
  53. 53 Lecture 52 : IIoT Applications: Power Plants
  54. 54 Lecture 53 : IIoT Applications: Inventory Management & Quality Control
  55. 55 Lecture 54 : IIoT Applications: Plant Security and Safety
  56. 56 Lecture 55 : IIoT Applications: Facility Management
  57. 57 Lecture 56 : IIoT Applications: Oil, Chemical and Pharmaceutical Industry
  58. 58 Lecture 57 : IIoT Applications: UAVs in Industries
  59. 59 Lecture 58 : Case Studies for Industry 4.0 & IIoT
  60. 60 Lecture 59 : Milk Processing and Packaging Industries
  61. 61 Lecture 60 : Manufacturing Industries - Part I
  62. 62 Lecture 61 : Manufacturing Industries - Part II
  63. 63 Lecture 62 : Student Projects - Part I
  64. 64 Lecture 63 : Student Projects - Part II
  65. 65 Lecture 64 : Virtual Reality Lab
  66. 66 Lecture 65 : Steel Technology Lab

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