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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.

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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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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.

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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.

The Importance of Natural Language Processing for Non-English Languages

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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.

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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.

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

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.

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.

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

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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.

Machine Learning in Medicine: Learning to Trust

Article

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.

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.