dotnet

dotnet Feb 29, 2016 4 min read

Talking about Technology

A call to the .NET OSS community to showcase projects through video at BUILD 2016. Outlines the PSEC framework (Problem, Solution, Example, Conclusion) for creating compelling technical presentations that humanize software.

dotnet Dec 13, 2013 4 min read

A Brief Forage into Functional Thinking

Exploring how thinking of functions as data types can transform your approach to software design. Demonstrates delegates, lambda expressions, and practical applications in matrix operations that lead to more concise, readable code.

dotnet Apr 8, 2013 3 min read

Descriptors in numl

Deep dive into nuML's Descriptor pattern that bridges object-oriented class structures with mathematical ML algorithms. Includes both attribute-based markup and fluent interface approaches for late-binding scenarios.

dotnet Mar 1, 2013 1 min read

Codemash 2.0.1.3

Presenting the nuML machine learning library at CodeMash with a focus on accessibility and ease of use. Addresses predictive challenges, performance considerations, and provides talk materials for both supervised and unsupervised learning.

dotnet Jul 12, 2010 3 min read

Supervised Learning - Classification

Breaking down supervised learning into binary classification, multi-class classification, and regression using .NET data types. Shows how the Perceptron algorithm can learn from labeled examples and includes model serialization for reuse.

dotnet Jun 30, 2010 3 min read

What is Machine Learning?

Introducing machine learning to .NET developers by removing the math barrier with an intuitive attribute-based approach. Demonstrates automatic feature selection using simple class decorators, making ML algorithms accessible without deep statistical knowledge.