Session

Mastering Data Insights: Zero-Shot Classification with OpenAI and PowerShell

Are you facing the challenge of making sense of vast amounts of unstructured data from user inputs, like survey responses or product reviews? You're not alone. This session is designed for anyone grappling with the complexities of data analysis, whether you're a sysadmin, developer, or IT professional.

We'll introduce you to the innovative integration of OpenAI's embeddings and PowerShell. This combination offers a robust data classification, anonymization, and interpretation solution. Our focus is not on turning you into a data scientist - instead, we aim to equip you with practical techniques and insights that can be applied across various roles and industries.

Expect a journey through user-friendly explanations of complex concepts like k-means clustering and data scrubbing. We'll illustrate these ideas with real-world scenarios, showing how they can be applied to your unique challenges. Whether new to these terms or looking to refine your skills, this session will provide valuable knowledge.

By the end of our time together, you'll understand these advanced techniques and be ready to implement them in your context, today or in the future. Join us to unlock the potential of your data, gain crucial insights, and elevate your professional capabilities.

Presented at the PowerShell + DevOps Global Summit 2024; link to the recording: https://youtu.be/XJXtxXtMIbE?si=_gFsKsc2slBeidbP

Frank Lesniak

Microsoft Platform and Cybersecurity Ninja | M365 Consulting Team Lead | PowerShell | Windows | Sr. Cybersecurity & Enterprise Technology Architect at West Monroe

River Forest, Illinois, United States

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