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Using Generative AI and Python to Remove PII from Data with Amazon Bedrock

Data Science Festival via YouTube

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Overview

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Learn how to build a Python application that removes Personally Identifiable Information (PII) from text data in this 37-minute technical talk from the Data Science Festival Oktoberfest 2024. Discover how to leverage AWS technologies, specifically Amazon Bedrock and Converse, to interact with pre-trained Generative AI models through a simple API. Explore the core technologies, understand their practical applications, examine the application architecture, and watch a live demonstration of PII removal using the developed Python solution. Designed for technical practitioners, gain hands-on insights into implementing privacy-preserving data processing workflows using cutting-edge AWS services and Generative AI capabilities.

Syllabus

Using Generative AI, and Python to Remove Personally Identifiable Information from your Data

Taught by

Data Science Festival

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