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How self-agreement can improve your training data

Are you evaluating your annotation team for quality? Read why self-agreement checks are critical for a proper evaluation.

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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 Use Cases

AI in retail: Technologies and applications

AI in retail offers a multitude of benefits, but how does it work? We look at examples of retail automation and the technology that powers it.

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What is text annotation? Five different types of annotations

To train NLP algorithms, large annotated text datasets are required. Learn more with a brief introduction to five common types of text annotation.

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The importance of natural language processing for non-English languages

Take a look at why a global approach to NLP is so important for the future of machine learning in non-English languages.

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AI Best Practices

Four benefits of using crowdsourced data for machine learning

Working with crowdsourced data vendors unlocks access to an inexpensive, scalable workforce. In this post, we describe key benefits of crowdsourcing data.

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OK Google, how do voice assistants work?

Take an in-depth look at one particular use case of natural language processing that is founnd in many people’s daily lives: voice assistants.

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Data Collection

The 50 best free datasets for machine learning

Are you looking for open datasets for machine learning? View our ultimate cheat sheet for high-quality datasets.

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AI Use Cases Banking, Financial Services & Insurance

12 ways AI is transforming finance and banking

Financial services firms are increasingly implementing AI to improve their CX. Learn how they’re using the technology to tackle the latest industry challenges.