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In this article we’ll explore getting started with automated machine learning with ML.NET using C# code to solve a classification problem involving video game parental guidance ratings.

This article comes with an accompanying GitHub repository containing a .NET 6 console app that can train itself to evaluate video games and…

A Guided Tour of Azure Machine Learning Studio

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Azure Machine Learning Studio (often shortened to ML Studio or AMLS) is Microsoft’s premier data science portal.

Here’s a sampling of some of the things ML Studio lets you do:

  • Train machine learning models
  • Evaluate trained model performance
  • Launch new experiments in a variety of ways
  • View the results of…

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Nowadays it seems like everyone wants a job in the data science field. But data science is a field with far more than a single type of job.

In this article we’ll briefly explore the Data Scientist, Data Analyst, Data Engineer, Database Administrator, and AI Engineer roles and explore how…

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Hi, I’m Matt and I’m a data scientist.

But what is data science anyway?

There are a number of formal definitions out there on data science, but if I had to give a simple definition for new data scientists, it’d be this:

Data Science is the ongoing disciplined and scientific…

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

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I recently discovered Microsoft’s responsible AI principles while studying for the Azure AI Fundamentals certification. I found it immensely reassuring that the first thing Microsoft stressed in my studies was the importance of responsible and ethical design of artificial intelligence systems.

Ethics in AI is incredibly important because it can…

A high-level introduction to the awesome ready-made AI solutions for text, vision, speech, and more

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Microsoft Azure offers an umbrella service known as Cognitive Services. This service provides AI capabilities that you can integrate into your existing applications through a single managed area.

While you could accomplish the things in Azure Cognitive Services yourself using machine learning, Azure Cognitive Services offers ready-made polished capabilities that…

Understanding the difference between Artificial Intelligence, Machine Learning, and Deep Learning

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Let’s talk about the difference between Artificial Intelligence, Machine Learning, and Deep Learning and their common applications. The three are related and solve related problems, but there are a few distinctions to be aware of.

This content is also available in video form on YouTube

Artificial Intelligence (AI)

Matt Eland

I help people love writing code through writing, speaking, and teaching on Software Engineering & Data Science

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