ML.NET - Curated .NET Articles & Tutorials
Curated .NET news, articles, and tutorials about ML.NET, drawn from .NET News Daily issues.
29 curated issues
Machine Learning for C# Developers Made Easy
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…
Issue also covered: ASP.NET Core, Authorization, Blazor, Clean Architecture, CQRS, C#, .NET 10, GitHub Copilot
Read this issue →I Rebuilt nanoGPT in C# So .NET Developers Can Understand LLMs
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 »
Issue also covered: ASP.NET Core, C#, Design Patterns, Performance, Security, Solid Principles, SQL Server
Read this issue →Powering the New Microsoft Agent Framework with Gemini 3.x
How to bring Google’s latest models into the new .NET Agentic ecosystem Continue reading on Google Cloud - Community »
Issue also covered: AOT, ASP.NET Core, Azure, Clean Architecture, C#, Design Patterns, EF Core, OpenAI
Read this issue →Why Your C# AI Agents Will Fail in Production (And How to Fix It)
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 »
Issue also covered: ASP.NET Core, C#, Design Patterns, EF Core, OpenAI, Performance, REST API, Visual Studio
Read this issue →Human-In-The-Loop Approvals in Microsoft Agent Framework: A Practical Guide
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 »
Issue also covered: .NET Aspire, Azure, C#, Design Patterns, .NET 10, PostgreSQL, Redis, Unit Testing
Read this issue →✨ Prompt Engineering Never Dies ✨
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!
Issue also covered: Azure, Benchmarking, Clean Architecture, Cosmos DB, C#, .NET Core, EF Core, GitHub Copilot
Read this issue →ToonEncoder — A JSON-Compatible Format Encoder for C# and LLMs
I’ve created a serializer (encode-only) for Token-Oriented Object Notation (TOON), a JSON-compatible format. When used appropriately, TOON…
Issue also covered: Azure, Benchmarking, Clean Architecture, C#, .NET 10, JWT, Minimal APIs, Performance
Read this issue →Building AI-Ready Applications with Model Context Protocol in C#
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…
Issue also covered: ASP.NET Core, CQRS, C#, .NET 10, .NET 8, .NET 9, GitHub Copilot, MediatR
Read this issue →Build a Custom LangChain Chat Model from Scratch
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.
Issue also covered: Application Insights, ASP.NET Core, Azure DevOps, .NET 10, EF Core, GitHub Copilot, Minimal APIs, Performance
Read this issue →AI-Powered Validation in .NET: Introducing LLMValidator with Microsoft.Extensions.AI
Validate grammar, tone, and intent — beyond regex. LLMValidator plugs into Microsoft.Extensions.AI so you can add AI checks to .NET with a…
Issue also covered: ASP.NET Core, Authentication, Authorization, Azure, Azure Functions, Clean Architecture, Cosmos DB, CQRS
Read this issue →Part 8 — GC and AI: Memory Management for ML Workloads in .NET
As AI and ML workloads grow in complexity, so do their memory demands. In this chapter, we explore how the .NET Garbage Collector (GC)…
Issue also covered: AOT, ASP.NET Core, Azure, Azure Functions, Benchmarking, C#, .NET 8, EF Core
Read this issue →Loading Data in ML.NET: A Beginner’s Guide with C# Examples
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 »
Issue also covered: .NET Aspire, Azure, C#, .NET 10, Minimal APIs, Performance, Security, Unit Testing
Read this issue →The AI Toolkit Every .NET Developer Should Know: Semantic Kernel
“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 »
Issue also covered: .NET Aspire, Authentication, Authorization, Azure, C#, .NET 10, EF Core, GitHub Copilot
Read this issue →C# and Machine Learning: Building Simple AI Application with ML.NET
https://medium.com/@saifullahhakro/c-and-machine-learning-building-simple-ai-application-with-ml-net-87175736d887
Issue also covered: ASP.NET Core, .NET Aspire, Blazor, Clean Architecture, C#, Domain-Driven Design, Docker, .NET 10
Read this issue →How to Use Vector Databases with .NET to Build Semantic Search with AI
https://medium.com/@rafaellarrosa/how-to-use-vector-databases-with-net-to-build-semantic-search-with-ai-16b865c75725
Issue also covered: ASP.NET Core, Azure, Blazor, C#, EF Core, OpenAI, Serilog, Visual Studio Code
Read this issue →Top 5 Google Tools for Gen-AI Developers
https://www.c-sharpcorner.com/blogs/top-5-google-tools-for-genai-developers
Issue also covered: ASP.NET Core, Authorization, Azure, C#, .NET 8, EF Core, JWT, Minimal APIs
Read this issue →Build a Chatbot with Retrieval-Augmented Generation (RAG)
https://www.c-sharpcorner.com/article/build-a-chatbot-with-retrieval-augmented-generation-rag/
Issue also covered: ASP.NET Core, Authentication, Design Patterns, .NET 9, .NET Core, JWT, OAuth, OpenAI
Read this issue →Artificial Intelligence and Private Tailored Small Language Model (PT-SLM) Solutions for Education Administration
https://www.c-sharpcorner.com/article/artificial-intelligence-and-private-tailored-small-language-model-pt-slm-solut/
Issue also covered: C#, .NET 10, .NET 9, .NET Core, EF Core, OpenAI, Performance, RabbitMQ
Read this issue →Best AI Framework for .NET in 2025: ML.NET, Infer.NET, or Azure AI?
https://towardsdev.com/best-ai-framework-for-net-in-2025-ml-net-infer-net-or-azure-ai-dd649feda852
Issue also covered: ASP.NET Core, Blazor, C#, Design Patterns, .NET 8, .NET Core, EF Core, Performance
Read this issue →ML.NET: The Modern Way to Build AI in .NET
https://medium.com/@nagarajvela/ml-net-the-modern-way-to-build-ai-in-net-dc85a83748ec
Issue also covered: ASP.NET Core, Azure, C#, Design Patterns, .NET 8, .NET 9, .NET Core, EF Core
Read this issue →ML.NET: Bringing Machine Learning to .NET Developers
https://medium.com/@Adem_Korkmaz/ml-net-bringing-machine-learning-to-net-developers-7bbac9dc1978
Issue also covered: ASP.NET Core, Azure, Clean Architecture, C#, .NET Core, Event Sourcing, MediatR, Minimal APIs
Read this issue →Predicting User Behavior in .NET 9 with ML.NET and SDCA Logistic Regression
https://www.csharp.com/article/predicting-user-behavior-in-net-9-with-ml-net-and-sdca-logistic-regression/
Issue also covered: ASP.NET Core, .NET Aspire, Azure, C#, .NET 9, GitHub Copilot, .NET MAUI, OpenAI
Read this issue →Real-Time Anomaly Detection in Server Logs with .NET 9 and ML.NET
https://www.csharp.com/article/real-time-anomaly-detection-in-server-logs-with-net-9-and-ml-net/
Issue also covered: ASP.NET Core, Authentication, Azure, C#, Design Patterns, .NET 9, EF Core, Performance
Read this issue →Natural Language Processing using Microsoft.Extensions.AI
https://www.csharp.com/blogs/natural-language-processing-using-microsoftextensionsai
Issue also covered: ASP.NET Core, .NET Aspire, Authentication, Benchmarking, Blazor, C#, .NET 8, .NET 9
Read this issue →.NET Apps with DeepSeek R1 Today
https://medium.com/@rs4528090/net-apps-with-deepseek-r1-today-3cfbe4daf2a4
Issue also covered: ASP.NET Core, CQRS, C#, .NET Core, .NET Framework, EF Core, MediatR, Performance
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