This Learnathon is co-sponsored and hosted by Sinclair Community College, Centerville Campus and KNIME.
During this free hands-on workshop, we will explore a fraud detection use case, and we will exploit the multi-language capabilities of GenAI to automatically generate custom alert messages.
Attendees will get familiar with the free low-code tool KNIME Analytics Platform, techniques for fraud detection, and the use of GenAI via the KNIME AI Extension (Labs).
Completely new to KNIME? We’ve got you covered! We will start with an introduction to the KNIME Analytics Platform, making it easy to follow along even for newbies!
Without any coding experience, you will learn to:
• Detect frauds in investment contracts visually and using statistical techniques
• Prompt engineer an LLM via the OpenAI integration
• Create a vector store from a corpus of different types of investment contracts (the knowledge base)
• Build and deploy a data app to display email alerts and make it available to authenticated users on a web browserOther KNIME AI integrations we will discuss include GPT4All, Hugging Face, Chroma, FAISS and
more.
Please come prepared and bring your laptop with the KNIME Analytics Platform and the KNIME AI Extension (Labs) already installed. Registration is mandatory to ensure proper pizza proportions!
Meet the Instructor:
As an experienced Data Scientist, Scott Fincher routinely teaches, presents, and leads group workshops covering topics such as the KNIME Analytics Platform, Machine Learning, and the broad Data Science umbrella. He enjoys assisting other data scientists with general best practices and model optimization. For Scott, this is not just an academic exercise. Before his work at KNIME, he worked for almost 20 years as an environmental consultant, with a focus on numerical modeling of atmospheric pollutants. Scott holds an MS in Statistics and a BS in Meteorology, both from Texas A&M University.
The Sinclair Centerville location, which opened to students in Spring 2019, is a full-service location convenient to I-675 and Wilmington Pike in Centerville, offering full academic programs in Information Technology and Health Sciences as well as many courses designed for university transfer.