File-Based Apps in .NET 10: C# Without the Ceremony
Build a URL uptime checker in a single C# file with .NET 10 file-based apps. No project or solution needed, plus NuGet packages.
Jon Wood
Tutorials and ideas.
How to Handle Big Data Files in C# with Parquet.NET
Read and write Parquet files in C# with Parquet.NET, and see why Parquet beats CSV for large datasets. Includes a complete example.
How the Machine Learning Process is Like Cooking
How the machine learning process, from data to a deployed model, mirrors cooking a meal, and why following the process leads to better models.
ML.NET Predictions on the Web in F# with the SAFE Stack
Build an F# web app with the SAFE Stack and serve ML.NET predictions from it, using F# on both the server and the client.
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Book Review: Python Tricks
Review of Dan Bader's Python Tricks, with an example from each of its seven sections, from clean Python patterns to dictionaries and productivity.
ML.NET End-to-End: Build Model from Database Data
Build an ML.NET model end to end: write and read training data in Azure SQL, train the model, and save it to Azure Blob Storage for other apps.
Clustering in ML.NET
How to use k-means clustering in ML.NET to find groups in unlabeled data, with a complete C# example.
5 Books To Become a Better Software Developer
A Look at the New ML.NET API
A Quick Tour of Azure Databricks
Custom Vision: Using the Training SDK to Train an Updated Model
