Data & AI

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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.

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Data Validation & Relevance

The importance of search relevance and how to improve it

Are you getting lots of site visitors, but not a lot of sales? Search relevance and improving the strength of your search engine may be the answer.

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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.

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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.

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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.

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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.

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AI Use Cases Retail & Ecommerce

Five strategic uses for AI in ecommerce

Get an inside look at the most popular uses for AI in ecommerce: what it does, how it is used and practical first steps for your business.

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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.

What is Optical Character Recognition (OCR)?

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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.

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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 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.

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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.