Microsoft Applied Skills: Azure AI Document Intelligence

APL-3002. Use portal, Python and C# to OCR (read) documents, extract key data, use pre-built and create custom models
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Udemy
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IT Certification
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Microsoft Applied Skills: Azure AI Document Intelligence
1 857
students
4 hours
content
Dec 2024
last update
$29.99
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Why take this course?

🧠 Dive into Azure AI Document Intelligence with our comprehensive course led by the expert tutor, Phillip Burton! This isn't just another online class; it's a hands-on journey to master the art of transforming your physical documents into actionable data using Microsoft Azure. 📄✨


Course Overview:

Microsoft Applied Skills: Azure AI Document Intelligence is designed for individuals aiming to leverage the power of artificial intelligence (AI) in their document processing workflows. In this course, you'll learn how to use the Azure portal, Python, and C# to perform Optical Character Recognition (OCR), extract key data from documents, and even create custom AI models. Whether you're handling invoices, receipts, or any other form of paperwork, this course will empower you to automate and streamline your processes.


What You Will Learn:

🚀 Getting Started with Azure:

  • Sign up for a free Azure subscription and get familiar with the platform.
  • Create a Document Intelligence resource to kickstart your document analysis journey.
  • Utilize prebuilt models like the invoice model to handle common document types efficiently.

🔍 Data Analysis with Python and C#:

  • Connect to your Document Intelligence resource using both Python and C#.
  • Extract and analyze various components of documents, including paragraphs, tables, and key value pairs.
  • Work with documents stored on the Internet or your local computer for real-world applications.

🎨 Custom Model Creation:

  • Upload documents to an Azure Storage Account container for custom model training.
  • Select fields for training and test your new model within the Azure portal, as well as through Python and C# scripts.
  • Gain confidence in your ability to tailor AI models to your specific document processing needs.

Course Structure:

This course is meticulously structured to ensure you have both theoretical knowledge and practical skills:

  1. Signing Up & Setting Up:

    • Obtain a free Azure subscription.
    • Set up your Document Intelligence resource.
  2. Document Analysis with Prebuilt Models:

    • Explore the general-purpose models and prebuilt models like the invoice model.
  3. Data Extraction with Python and C#:

    • Learn to extract and analyze data using both programming languages.
  4. Custom Model Training & Testing:

    • Create your custom extraction model and train it based on selected fields.
    • Test the model for accuracy and reliability.

Interactive Learning Experience:

This course is packed with hands-on activities, ensuring that you apply what you learn in real-time. With multiple practice exercises, you'll be able to solidify your skills and confidence as you work through the course material.


Who Is This Course For?

This course is perfect for:

  • Business professionals looking to streamline document processing.
  • Developers who want to add AI capabilities to their applications.
  • IT professionals interested in exploring Azure AI services.
  • Anyone aspiring to earn the Microsoft Applied Skills credential or prepare for the Microsoft exam AI-102.

Course Benefits:

  • Enhance your resume with a recognized Microsoft credential.
  • Master the skills required to pass the official Microsoft assessment.
  • Transform your document handling processes with cutting-edge AI technology.
  • Future-proof your career by staying ahead in the rapidly evolving tech landscape.

By the end of this course, you'll not only be able to analyze documents using Azure AI Document Intelligence but also have a deeper understanding of how to apply AI in real-world scenarios. This is an opportunity to leap into the future of document processing and AI applications with confidence and expertise. 🚀📚

Enroll now and step into the world where your documents become data, and data drives decisions!

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5829644
udemy ID
19/02/2024
course created date
22/03/2024
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