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What is natural language processing?

Natural language processing (NLP) is the term used to describe a machine’s ability to interpret and respond to language data. Learn why it is a key AI concept.

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Customer Journey

Designing customer experience for the everything customer

Do you know how to provide great customer experiences to the ‘everything customer’? Find out how to satisfy the next generation of consumers.

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AI Best Practices

What’s the difference between AI, machine learning and deep learning?

There are subtle differences between AI and its related fields: machine learning and deep learning. Let’s take a closer look at these terms.

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Computer Vision

What’s the difference between CNN and RNN?

Discover the difference between CNN and RNN and how they are used in computer vision and natural language processing.

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Data Collection

How much AI training data do you need?

It’s only logical to ask how much training data you need, but it can be a complicated question to answer. Let’s take a look at why.

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Linguistic Annotation

A beginner's guide to sentiment analysis

Sentiment analysis involves classifying the subjective, contextual information within text data. Read our beginner’s guide to learn more.

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Data Annotation

What is audio classification?

Looking for an introduction to audio classification? In this article we discuss different types of audio classification and their use in machine learning projects.

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AI Best Practices

30 intermediate AI terms you should know

This glossary defines general AI and machine learning terms.

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AI Best Practices

How humans-in-the-loop improve map and navigation software

Discover three critical ways human-annotated data improves map and navigation software.

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AI Use Cases Healthcare

AI in medicine: Three applications for healthcare chatbots

Medical AI is changing healthcare, but how? In this article, we examine the benefits of healthcare chatbots for physicians, patients and administration.