Data & AI

Training Data is Key for Natural Language Processing Algorithms

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Linguistic Annotation

Training data is key for natural language processing algorithms

Learn about how data scientists use large volumes of annotated data to improve the decision-making of AI models.

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Computer Vision

What is computer vision?

Humans and animals use their eyes to see the world around them; computer vision is the science that aims to give a similar skill to machines. Learn how in this overview.

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Data Annotation

Five reasons why data annotation matters

Data annotation is the invisible infrastructure behind our AI-powered future. Learn more about this industry and why it’s never mattered more.

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Data Annotation

How to outsource image annotation

As the list of managed data service providers grows, how do you decide which to trust? Discover key steps for selecting the right data annotation company for your project.

5 Text Annotation Services for Voice Assistants

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Linguistic Annotation

Five text annotation services for voice assistants

Voice assistants are more prominent than ever. Discover five text annotation services to help you build an industry-leading voice assistant.

What is Sentiment Analysis? – Approaches, Applications, Guidelines

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Linguistic Annotation

The essential guide to sentiment analysis

In this introduction to sentiment analysis, we discuss what it is, how it works, and offer advice for building a sentiment analysis model.

The Essential Guide to Entity Extraction

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Linguistic Annotation

The essential guide to entity extraction

Covering everything from the basic makeup of an entity to popular formatting methods, this entity extraction guide will help you with your next AI data project.

Five Approaches to Data Labeling for Machine Learning Projects

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Data Annotation

Five approaches to data labeling for machine learning projects

In this article we cover five common approaches to data labeling for machine learning, along with pros and cons for each.

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AI Best Practices

50 AI terms every beginner should know

Looking to understand the vocabulary of AI? Read our glossary of 50 AI terms that will help you to hold your own in any discussion about machine learning.

Three Ways Your Smartphone is Programmed to Use AI and Machine Learning

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AI Use Cases

Three ways your smartphone is programmed to use AI and machine learning

Artificial intelligence and machine learning are changing mobile CX. Read on for three ways that AI and machine learning are built into your smartphone.

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AI Best Practices

Five ways every business can start implementing AI into their framework

It is never too late to start implementing artificial intelligence. From streamlining customer service workflows to gauging public opinion, discover how AI technology can be used to improve almost any business model.