Data & AI

Article

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.

A Beginner's Guide to Sentiment Analysis

Article

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.

Article

AI Best Practices

30 intermediate AI terms you should know

This glossary defines general AI and machine learning terms.

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

AI Use Cases

AI in education: Four real world uses

AI in education is a field of evolving research, development and implementation. Discover the various forms, where they are used, and the machine learning models behind them.

Article

Data Annotation

How to get annotated data for machine learning

Capturing enough accurate, quality data at scale is a common challenge. Discover four ways to source raw data for machine learning, and how to go about annotation process.

Article

Data Annotation

Understanding text analysis tools

Text analysis tools offer a multitude of benefits, but how do they work? We look at types of AI text analysis, their use cases and how to get started.

Article

Linguistic Annotation

What is text mining? Applications and preprocessing techniques

Although many people use the terms text mining and text analytics interchangeably, there are key differences. Learn what text mining is, the processessing techniques used and its practical applications.

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 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.

What is Facial Recognition? – Applications & How it Works

Article

Computer Vision

What is facial recognition? Applications and how it works

Facial recognition is a field within AI and computer science that seeks to give machines the ability to interpret human faces. This beginner’s guide explains types of face recognition processes, how they work, various applications and how accurate they are today.