ML.NET Articles, Tutorials & News
ML.NET articles, tutorials, and news from the DotNetNews archive.
45 articles Updated
Start here
Editor picks for ML.NET
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ML.NET — Machine Learning Without Leaving .NET
medium.com Issue #500
A useful entry point for developers who want predictive features without jumping out of the .NET stack.
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Loading Data in ML.NET: A Beginner’s Guide with C# Examples
itnext.io Issue #280
ML.NET gets a friendly entry point here, with data loading examples that are easy to follow.
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The Future is Now: Predictive .NET with ML.NET
medium.com Issue #226
ML.NET gets a welcome “what can I build now?” treatment.
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Implementing Local LLM Inference in .NET Applications Using ONNX Runtime
c-sharpcorner.com Issue #491
Local inference keeps getting more practical. Good fit for privacy-sensitive and cost-conscious workloads.
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.NET MAUI Community Standup: Rust, SkiaSharp Everywhere, AI/ML Live Processing
youtube.com Issue #476
A broad MAUI standup with enough crossover ideas to interest Blazor folks too, especially around drawn UI and live AI processing.
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Agentic RAG for Everyone Using Azure SQL, OpenAI, and Web Apps
youtube.com Issue #405
The title says RAG, but the real value is the broader Azure SQL/OpenAI demo flow and how these pieces get wired together.
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How to Classify Documents using AI in C#/.NET
cloudmersive.medium.com Issue #405
Document classification with AI is a practical use case, not a demo for demo’s sake, and it fits real pipeline work.
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✨ Prompt Engineering Never Dies ✨
c-sharpcorner.com Issue #380
Prompt engineering as a moving target, not a finished chapter.
ML.NET tutorials from the DotNetNews archive, curated for .NET developers who already ship production code. This is a reading list pulled from daily issues, not a substitute for the official docs on ML.NET.
Use Start here for the editorial shortlist, then browse Latest or the full archive when you need more depth. Coverage leans toward machine learning .NET, C# machine learning, ml.net. Recent pieces worth opening: “ML.NET . Machine Learning Without Leaving .NET” and “Implementing Local LLM Inference in .NET Applications Using ONNX Runtime”.
Every item links out to the original publisher and back to the DotNetNews issue where it ran.
Latest
Newest ML.NET from the archive
- How to Classify Documents using AI in C#/.NET
cloudmersive.medium.com Issue #405
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Why Your C# AI Agents Will Fail in Production (And How to Fix It)levelup.gitconnected.com Issue #404
Archive
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Newest first
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ML.NET — Machine Learning Without Leaving .NET
medium.com Issue #500
Most .NET developers I’ve spoken to hit the same wall. The project needs something predictive — maybe flagging bad input, maybe ranking…
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Implementing Local LLM Inference in .NET Applications Using ONNX Runtime
c-sharpcorner.com Issue #491
Unlock local LLM inference in .NET with ONNX Runtime for faster, private, and cost-effective AI applications. Learn integration & best practices.
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.NET MAUI Community Standup: Rust, SkiaSharp Everywhere, AI/ML Live Processing
youtube.com Issue #476
David and Gerald are joined this month by Nick Kovalsky who will show us some amazing .NET MAUI things with Rust, SkiaSharp and drawn UI (also coming to Blazor?!) and AI live processing that he has be...
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Machine Learning for C# Developers Made Easy
medium.com Issue #454
If you’ve been following me for a while, you would know that I wrote several books related to .NET and C#. Most recently, I published a…
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I Rebuilt nanoGPT in C# So .NET Developers Can Understand LLMs
medium.com Issue #447
This article looks at the nanoGPT repo and follows on my previous article, how to build an LLM in C# by using TorchSharp to build a GPT. Continue reading on Data Science Collective »
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Powering the New Microsoft Agent Framework with Gemini 3.x
medium.com Issue #405
How to bring Google’s latest models into the new .NET Agentic ecosystem Continue reading on Google Cloud - Community »
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Agentic RAG for Everyone Using Azure SQL, OpenAI, and Web Apps
youtube.com Issue #405
How to Use Dependency Injection in a .NET Console Application
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How to Classify Documents using AI in C#/.NET
cloudmersive.medium.com Issue #405
Upload portals for document automation pipelines are usually limited by input document classifications or categories. With AI, that all…
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Why Your C# AI Agents Will Fail in Production (And How to Fix It)
levelup.gitconnected.com Issue #404
The transition from a cool AI prototype running in a Jupyter Notebook to a production-grade, scalable microservice is where most projects… Continue reading on Level Up Coding »
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EF Core LINQ, Linux support, and API resilience
DotNetNews Issue #384
A varied .NET roundup covering LINQ-to-SQL in EF Core, .NET 10 on Linux, ASP.NET Core performance and resilience, plus AI and security topics.
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Human-In-The-Loop Approvals in Microsoft Agent Framework: A Practical Guide
medium.com Issue #381
When building intelligent AI agents with the Microsoft Agent Framework, you sometimes want to give humans the final say before certain… Continue reading on GoPenAI »
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✨ Prompt Engineering Never Dies ✨
c-sharpcorner.com Issue #380
Prompt Engineering isn't dead; it's evolving! This article explains how it's the core of all LLM engineering, from context to system design. It's the spine!
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Exposing an AI Agent as an MCP Tool in .NET
medium.com Issue #380
AI agents are powerful, but to make them truly useful in larger applications and tool ecosystems, you need a way for other systems to… Continue reading on GoPenAI »
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ToonEncoder — A JSON-Compatible Format Encoder for C# and LLMs
neuecc.medium.com Issue #360
I’ve created a serializer (encode-only) for Token-Oriented Object Notation (TOON), a JSON-compatible format. When used appropriately, TOON…
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Getting Started with Microsoft Agent Framework
medium.com Issue #360
If you’re building agents in C#/.NET in 2025, the hardest part often isn’t writing prompts — it’s picking a foundation. Should you use…
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Building AI-Ready Applications with Model Context Protocol in C#
medium.com Issue #359
Learn how to build MCP servers and clients in C# using the official SDK, and connect your .NET applications with AI models in a standard…
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ASP.NET Core 9, DDD, and C# 14 updates
DotNetNews Issue #323
A varied .NET roundup with ASP.NET Core 9 changes, DDD and EF Core patterns, C# 14 previews, performance, caching, AI agents, and diagnostics.
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Build a Custom LangChain Chat Model from Scratch
c-sharpcorner.com Issue #319
Learn how to create a fully customized chat model using LangChain, OpenAI API, and Python. Includes step-by-step implementation, architecture diagram, and optimization insights.
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What distinguishes a single Agent (AI Agent) vs a multi-agent system / Agentic AI system?
c-sharpcorner.com Issue #319
Explore the difference between single AI agents and multi-agent (Agentic) AI systems. Learn how they collaborate, adapt, and automate complex tasks efficiently.
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AI-Powered Validation in .NET: Introducing LLMValidator with Microsoft.Extensions.AI
gor-grigoryan.medium.com Issue #313
Validate grammar, tone, and intent — beyond regex. LLMValidator plugs into Microsoft.Extensions.AI so you can add AI checks to .NET with a…
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Part 8 — GC and AI: Memory Management for ML Workloads in .NET
medium.com Issue #286
As AI and ML workloads grow in complexity, so do their memory demands. In this chapter, we explore how the .NET Garbage Collector (GC)…
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Loading Data in ML.NET: A Beginner’s Guide with C# Examples
itnext.io Issue #280
Learn how to prepare and load data into ML.NET using binary files, in-memory collections, and CSV/text loaders, with clear code samples… Continue reading on ITNEXT »
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The AI Toolkit Every .NET Developer Should Know: Semantic Kernel
blog.stackademic.com Issue #257
“Many .NET developers have built dozens of enterprise apps — but integrating LLMs often feels like a total shift in mindset. Semantic… Continue reading on Stackademic »
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Running one-off .NET tools with dnx: Exploring the .NET 10 preview - Part 5
andrewlock.net Issue #257
In this post I show the new dnx command for running .NET tools without installing them and look at exactly how it works.
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C# and Machine Learning: Building Simple AI Application with ML.NET
medium.com Issue #246
https://medium.com/@saifullahhakro/c-and-machine-learning-building-simple-ai-application-with-ml-net-87175736d887