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.

What is Optical Character Recognition (OCR)?

Article

AI Best Practices

What is optical character recognition (OCR)?

Learn what optical character recognition (OCR) is, what it’s used for and how OCR systems are trained.

4 Benefits of Using Crowdsourced Data for Machine Learning

Article

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

Data Annotation

Five types of image annotation and their use cases

Wondering which image annotation types best suit your project? In this article, we introduce five types of image annotation and their applications.

AI in Medicine: 3 Applications for Healthcare Chatbots

Article

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.

Article

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.

The Importance of Natural Language Processing for Non-English Languages

Article

Linguistic Annotation

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.

5 Types of Search Engine Evaluation: How to Improve Search Relevance

Article

Data Validation & Relevance

Five types of search engine evaluation to improve search relevance

Looking to improve your search relevance? Here are five types of search evaluation services that can help you strengthen your search engine.

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.