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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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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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AI Best Practices

How to select the right machine learning algorithm

Discover seven key factors that can help you choose the best algorithm for a machine learning project.

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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.

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Data Collection

The 50 best free datasets for machine learning

Are you looking for open datasets for machine learning? View our ultimate cheat sheet for high-quality datasets.

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Computer Vision

Computer Vision Annotation: Tools, Types, and Resources

Discover the most common types of image annotation for computer vision AI to help you pick the right tools and resources for your projects.

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.