Data & AI

Article

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.

Machine Learning in Medicine: Learning to Trust

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AI Use Cases Healthcare

Machine learning in medicine: Learning to trust

Trust is fundamental to any use of machine learning — healthcare is no exception. Read on as we look at trust and machine learning in medicine.

Article

Data Validation & Relevance

How to use ad evaluation to improve conversion in new markets

Entering international markets can be a difficult task. Learn how ad evaluation can help you maximize conversion and make the most out of your ads.

Article

Data Annotation Retail & Ecommerce

What is product categorization?

Learn about product categorization (also known as product classification) and how it’s crucial to the eCommerce industry.

Article

Data Annotation

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.

4 Benefits of Using Crowdsourced Data for Machine Learning

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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.

Article

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.

Article

Responsible AI

The importance of controlling for bias in AI

As AI plays an increasingly larger role in customer service, it has the potential to bake in underlying human biases. Discover key strategies for controlling machine bias in your AI-enabled tools.