Data & AI

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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

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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.

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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 Validation & Relevance

How to use ad evaluation to improve conversion in new markets

Entering international markets can be a difficult task. Learn how ad evaluation can help you maximize conversion and make the most out of your ads.

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.

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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.

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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.

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.

AI in Medicine: 3 Applications for Healthcare Chatbots

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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.

Article

Data Annotation

Five types of image annotation and their use cases

Wondering which image annotation types best suit your project? In this article, we introduce five types of image annotation and their applications.

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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.