Learning Journey Title: Build Your Own GPT: Strategic AI Implementation
This one-day workshop is designed for professionals who have the support of their organizations to use institutional data (excluding personal individual data) for AI-driven projects. Participants will learn to harness the power of a Generative Pre-trained Transformer (GPT) to automate and optimize business processes, focusing on using non-sensitive data such as meeting minutes and operational records. The workshop requires participants to have a pro license for ChatGPT, ensuring access to advanced capabilities essential for building and deploying robust GPT models.
Morning Session: Foundations of AI and GPT in the Enterprise
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Introduction to AI and Its Strategic Importance:
- Comprehensive overview of AI’s role in modern business, emphasizing speed and efficiency.
- How AI technologies like GPT are reshaping industry standards and operational practices.
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Understanding GPTs and Their Organizational Applications:
- Key concepts behind GPT architecture, focusing on customization for specific business functions.
- Discussion of real-world case studies where GPTs have been successfully integrated into business workflows.
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Hands-On Exploration of Advanced GPT Models:
- Interactive session with advanced GPT models available under the pro license.
- Demonstrations of model capabilities using generic organizational data.
Midday Session: Custom GPT Development
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Preparation for GPT Development:
- Guidelines for setting up a development environment with tools like Python, TensorFlow, and access to the ChatGPT API.
- Review of data management practices for using organizational data responsibly.
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Project Planning and Model Training:
- Participants outline their specific GPT projects, focusing on a business area to automate or enhance.
- Introduction to training GPTs using provided organizational data sets (e.g., meeting records, operational data).
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Beginning the Build Process:
- Structured coding session to start the GPT development.
- Initial training session on selected organizational data, ensuring privacy and compliance.
Afternoon Session: Implementation and Ethical Integration
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Refinement and Testing of GPT Models:
- Methods for testing GPT accuracy and effectiveness in real-time scenarios.
- Techniques for refining models based on initial outcomes and feedback.
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Deployment Strategies and Ethical Considerations:
- Best practices for deploying AI solutions in compliance with ethical standards and organizational policies.
- Discussion on the ongoing management of AI tools, including updates and scalability.
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Project Showcase and Organizational Impact Discussion:
- Presentation of GPT projects by participants, highlighting the intended business impact.
- Group critique focused on strategic improvements, scalability, and potential return on investment.
Workshop Requirements:
- Organizational Support: Confirmation of backing by their organization to use specific internal data for training the GPT.
- Pro License for ChatGPT: Participants must have access to a pro license, enabling the use of advanced features necessary for building comprehensive AI models.
This workshop aims to equip participants with the knowledge and tools to initiate AI-driven transformations within their organizations efficiently. By focusing on strategic AI deployment and leveraging advanced GPT capabilities, attendees will leave prepared to drive significant business enhancements.
