LLMs on Azure: Detect & Redact PII

Microsoft Azure, AI 2025    |    Intermediate
  • 10 videos | 1h 13m 54s
  • Earns a Badge
Protecting privacy in digital communications involves mastering techniques for detecting and redacting personally identifiable information (PII), ensuring sensitive data remains secure and confidential. In this course, learn the fundamentals of detecting personally identifiable information (PII), including techniques to redact and detect PII in documents and conversations and filtering out PII in text. Next, explore conversational PII using asynchronous REST APIs, how PII detection can work in real-time conversations, and how to develop redaction policies for conversational AI. Finally, discover how to set up an Azure Blob Storage container to store documents for PII redaction and run PII detection on documents stored in Azure Blob Storage. After completing this course, you will be able to detect and redact PII.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Use apis for detecting and categorizing pii entities
    Redact pii from text using the redactpii entities function
    Filter pii data using specific category selections in azure apis
    Utilize microsoft azure's pii detection for conversations api asynchronously
  • Utilize azure apis for asynchronous pii detection in conversations
    Use redaction policies to handle pii in conversation data
    Implement pii redaction using azure blob storage and sas tokens
    Perform pii redaction on documents using azure blob storage
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 33s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 8m 37s
    Discover how to use APIs for detecting and categorizing PII entities. FREE ACCESS
  • Locked
    3.  Redacting and Detecting PII Using JSON and Functions
    7m 3s
    In this video, find out how to redact PII from text using the redactpii entities function. FREE ACCESS
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    4.  Filtering PII in Text
    7m 5s
    Learn how to filter PII data using specific category selections in Azure APIs. FREE ACCESS
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    5.  Analyzing Conversational PII with Asynchronous REST APIs
    8m 5s
    During this video, discover how to utilize Microsoft Azure's PII detection for conversations API asynchronously. FREE ACCESS
  • Locked
    6.  Utilizing Asynchronous PII Detection for Conversations
    10m
    Find out how to utilize Azure APIs for asynchronous PII detection in conversations. FREE ACCESS
  • Locked
    7.  Using Redaction Policies in Conversational AI
    8m 20s
    In this video, learn how to use redaction policies to handle PII in conversation data. FREE ACCESS
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    8.  Creating an Azure Storage Account and Configuring SAS for PII Redaction
    11m 10s
    Discover how to implement PII redaction using Azure Blob Storage and SAS tokens. FREE ACCESS
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    9.  Performing PII Detection with Azure Blob Storage
    10m 21s
    In this video, find out how to perform PII redaction on documents using Azure Blob Storage. FREE ACCESS
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    10.  Course Summary
    1m 40s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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