Concepts

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.
Roles in Data Science

Roles in Data Science

Exploring your options in an exciting new field

By
Matt Eland
on
In this article we’ll briefly explore the Data Scientist, Data Analyst, Data Engineer, Database Administrator, and AI Engineer roles and explore their differences and which might be right for you.
What is Data Science?

What is Data Science?

Defining the massively popular field in computer science and statistics

By
Matt Eland
on
Let’s look at a simple definition of data science and what each part of it has to say about the ongoing process of data science and machine learning
Machine Learning Ethics with Responsible AI

Machine Learning Ethics with Responsible AI

6 Principles to help govern the ethical design and operation of machine learning systems

By
Matt Eland
on
Ethics in AI is incredibly important. Let’s take a look at Microsoft’s 6 principles for responsible AI and explore each one in more depth.