Code

The following articles come with code downloads. To get the code downloads, click on the article titles, then click on the Code Download button.



Neural Network L2 Regularization Using Python

Our data science expert continues his exploration of neural network programming, explaining how regularization addresses the problem of model overfitting, caused by network overtraining.

Neural Network Momentum Using Python

With the help of Python and the NumPy add-on package, I'll explain how to implement back-propagation training using momentum.

A Filtered View of Core Image

Playing around with Apple's Core Image imaging technology, using some simple C# code to perform facial recognition and apply filters to photos.

Neural Network Cross Entropy Using Python

James McCaffrey uses cross entropy error via Python to train a neural network model for predicting a species of iris flower.

Track Your Fitness with a Fitbit and Xamarin

Wally shows you how to use Xamarin.iOS to create a pedometer app for a Fitbit that employs the CoreMotion Framework.

Neural Network Back-Propagation Using Python

You don't have to resort to writing C++ to work with popular machine learning libraries such as Microsoft's CNTK and Google's TensorFlow. Instead, we'll use some Python and NumPy to tackle the task of training neural networks.

Consuming REST Services from Your Mobile Application Using Swagger and AutoRest

Consuming services is something every application needs to do. In this article, Nick demonstrates how to document a REST service using Swagger in order to make it easy to consume from a Universal Windows Application.

Breathe New Life for Your ASP.NET Apps with Docker, Part 2

Last time, we used Docker to modernize an ASP.NET WebForms app. In this second part, we take a feature-driven approach to extending it and improving performance.

Use Docker To Breathe New Life for Your ASP.NET Apps

Using Docker's lightweight containerization technology, you can modernize and extend ASP.NET WebForms app quickly and safely on the Microsoft Azure cloud. In this first of a two-part series, we show you how.

Neural Networks Using Python and NumPy

With Python and NumPy getting lots of exposure lately, I'll show how to use those tools to build a simple feed-forward neural network.

This R/S4 Demo Might Take You Out of Your Comfort Zone

Let's explore factor analysis again, this time using the R ability to tap into OOP, but we won't use the RC model.

Creating a Custom Start Page in Visual Studio 2017

Visual Studio is all about making the developer coding experience more streamlined, allowing you to get to elements of the IDE that matter to you most. Customizing the Start Page is, well, a good start.

Revealing Secrets with R and Factor Analysis

Let's use this classical statistics technique -- and some R, of course -- to get to some of the latent variables hiding in your data.

Data Clustering Using R

Find the patterns in your data sets using these Clustering.R script tricks.

R Language OOP Using S3

The S3 OOP model is still widely used, so let's use write S3-style OOP code via the R language.

Upcoming Events

.NET Insight

Sign up for our newsletter.

I agree to this site's Privacy Policy.