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​​Machine Learning Using Chat Generative Pre-trained Transformer (ChatGPT) For Manufacturing Industry​

Topic:Data Analytics & Visualisation

Course Type:Short & Modular Courses

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Overview

  • Course Date:

    19 Jun 2024 to 20 Jun 2024
  • Registration Period:

    03 May 2024 to 29 May 2024
  • Duration/Frequency:

    9am - 6pm
  • Mode of Training:

    Face to Face
  • Venue:

    Singapore Polytechnic
  • Funding:

    Eligible for SkillsFuture Credit

​​Integrating Chat Generative Pre-trained Transformer (ChatGPT) with manufacturing processes can provide several benefits by enhancing communication, problem-solving, and knowledge sharing within the manufacturing environment.​ 

Course Objective

Participants will have a thorough understanding of using Chat Generative Pre-trained Transformer (ChatGPT) to seek real-time assistance with equipment issues or process challenges; develop interactive training modules to train new employees on the manufacturing processes; quickly access relevant documentation, manuals, and best practices

Course Outline

By the end of the Course, participants will be able to use ChatGPT to:  

  1. Train new staff by answering questions and providing information about manufacturing processes, safety protocols, and equipment usage. 

  1. Diagnose equipment faults by providing step-by-step troubleshooting guidance based on the symptoms described. 

  1. Assist in creating and maintaining schedules for preventive maintenance tasks. 

  1. Analyse and identify defects by providing information on quality control standards and suggesting potential causes and solutions. 

  1. Assist in optimising manufacturing processes by offering suggestions for improvements based on historical data and industry best practices.  

  1. Generate detailed information about products, specifications, and usage instructions. 

  1. Support process improvement and innovation by generating ideas and providing insights based on industry trends. 

Topics to be covered

- ChatGPT Introduction and Prompts Examples 

- Simplify Complex Information, Re-Organize Data 

- Quickly Learn, Research, and Social Dynamics 

- Custom Version of ChatGPT and Plugins 

- Knowledge Base and Documentation, Customer Support 

- Maintenance and Troubleshooting, Supply Chain Management, Quality Control 

- Process Optimization and Innovation 

Minimum Requirements

Working knowledge of Microsoft Office and basic level of concept in programming

Certification / Accreditation

- Certificate of Attendance (electronic Certificate will be issued)
A Certificate of Attendance will be awarded to participants who meet at least 75% attendance rate

- Certificate of Completion (electronic Certificate will be issued)
A Certificate of Completion will be awarded to participants who pass the assessment and meet at least 75% attendance rate

Suitable for

Assistant Equipment Engineer / Assistant Integration Engineer / Integration and Application Engineers