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3 posts tagged with "Tutorial"

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Stop Writing ML Scripts! AutoML in Azure Trained This Model for Me

· 10 min read

In this guide we’ll walk through a YouTube-ready flow for Azure Machine Learning:

  1. A quick mental model of how training works in Azure ML
  2. What a notebook actually is (in simple terms)
  3. How to train a no-code AutoML classification model
  4. How to deploy and test a real-time endpoint
  5. How this compares to the official command job tutorial from Microsoft docs
  6. How to fix the annoying AxiosError: Request failed with status code 400 when uploading your credit card CSV in Azure ML Studio

You can use this both as a blog and as the script outline for a YouTube video.

How to Use Azure OpenAI Embeddings for Document Search — A Real-World Tutorial

· 10 min read

In this blog, we will explore the Azure OpenAI Service, how it compares to the OpenAI public API, and walk through a complete tutorial showing how to implement semantic search with embeddings using real legislative data.

If you have used ChatGPT and wondered, Why should I care about Azure OpenAI? — this blog will help you understand the key differences, enterprise benefits, and how to get started. This blog is based on a real spoken walkthrough that demonstrates:

  • What embeddings are
  • How to set up Azure OpenAI
  • How to prepare and search data semantically

The walkthrough focuses on practical application using PowerShell and .NET DataTables, with references to the official Azure OpenAI documentation.