How to Analyze Text with Azure AI Language Python SDK: Full Tutorial

Published: 09 May 2026
on channel: D365 Tech
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Unlock the power of Natural Language Processing (NLP)! In this video, we learn how to Analyze Text using the Azure AI Language Service and the Python SDK.
We go beyond the basics to show you how to programmatically extract insights from unstructured text data—perfect for building smart apps and dashboards.
What we will build in this video:
Environment Setup: Installing azure-ai-textanalytics and configuring credentials.
Sentiment Analysis: Detecting positive, negative, and neutral tones in text.
Entity Recognition: Extracting names, places, dates, and organizations.
Key Phrase Extraction: Identifying the most important points in a document.
Language Detection: Automatically identifying the language of the input text.
PII Detection: Redacting sensitive information (Personally Identifiable Information).
By the end of this video, you'll be able to integrate advanced NLP features into any Python application using Azure!
Resources:
SDK Documentation: Azure SDK for Python
GitHub Repository: [Your Link Here]
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