WUSS Virtual: Navigating ChatGPT in Biometrics: Unlocking Data Insights for Practical Application

ChatGPT is at the forefront of the next revolution, and in this class, we’re about to embark on a journey that will demystify this remarkable technology. Imagine a virtual assistant that can comprehend and generate human-like text from Clinical Trial Data, a tool that can answer questions about specific patients, write SAS/R/Python codes, assist in content creation such as tables/listing/graphs, and even unleash its creativity in the realm of art. To truly harness its potential, you need to understand how to use ChatGPT in the art of prompt engineering, application development using ChatGPT API in Python/SAS and fine-tuning ChatGPT with your own data. In the class, we will embark on an exploration of ChatGPT that will equip you with the knowledge and skills to leverage its capabilities effectively while ensuring ethical and responsible use.

The class will cover various aspects of Large Language Models (LLM), with a focus on ChatGPT. It will begin with an introduction to LLM. The class then delves into ChatGPT, explaining its purpose, development history, and potential impact on organizations and individuals. The class will explore ChatGPT applications, including website prompts, API integration, Python coding and fine-tuning, and presents use cases ranging from simple inquiries, SAS coding, SAS migration to R/Python, to art generation. There’s an emphasis on how to effectively use ChatGPT through prompt engineering techniques. Concerns regarding ChatGPT, such as data privacy, bias, and ethical considerations, will be addressed. Finally, the class touches on enterprise-level ChatGPT implementation, discussing risk mitigation and regulatory compliance.

After attending the class, you will emerge with a comprehensive understanding of the LLM and ChatGPT phenomenon, including its architecture, practical use cases, prompt engineering, and API applications using Python/SAS. You will learn practical skills to effectively utilize ChatGPT in various domains, from effective prompts, content development, coding, art generation and more. Furthermore, you will gain insights into the ethical considerations surrounding LLM and ChatGPT, encompassing data privacy, bias, and regulatory compliance. You will also be equipped with knowledge about enterprise-level ChatGPT implementation and risk mitigation strategies. Ultimately, this class will empower you to leverage ChatGPT’s transformative potential while adhering to ethical and responsible ChatGPT practices in Biometric Department.

Presented by Kevin Lee.

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