Concepts

How Chatbots Work

How Chatbots Work

Understanding Conversational AI Systems without a PHD

By
Matt Eland
on
Let’s take a broad examination of the various layers of a conversational AI solution and explore the development, testing, and ethical concerns associated with these projects.
What is Big Data?

What is Big Data?

Exploring the idea of Big Data and the 5 V's that go with it.

By
Matt Eland
on
Big data refers to data problems so massive that a human doesn’t have much of a chance of keeping up and must rely on computer assistance due to the scale of the data problems they’re dealing with.
Interpreting Confusion Matrixes

Interpreting Confusion Matrixes

Using standard metrics to interpret classification models in machine learning

By
Matt Eland
on
Let’s investigate confusion matrixes in classification experiments and the metrics behind them.
The 3 Core Machine Learning Tasks

The 3 Core Machine Learning Tasks

Understanding Classification, Regression, and Clustering in Machine Learning

By
Matt Eland
on
This article explains the 3 core tasks those new to machine learning are likely to start with: Regression, Classification, and Clustering.
What can you do in ML.NET with C#?

What can you do in ML.NET with C#?

Exploring the different machine learning tasks in ML.NET

By
Matt Eland
on
In this article we’ll use C# to explore the high-level tasks that ML.NET can do and where to find more information about each type of machine learning task you might want to perform.