Article

What's slowing down the pace of AI innovation?

While the pace of AI innovation is quick, it is not without obstacles. Navigate around impediments with insights from this article.

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.

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 & AI Trends

What is edge AI computing?

What is edge computing in simple terms? Learn how edge artificial intelligence and edge computing are improving modern technology.

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.

Article

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.

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 Collection

10 open datasets for linear regression

The article introduces 10 open datasets for linear regression tasks and includes medical data, real estate data and stock exchange data.

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

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.

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.

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.