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What is the Difference Between CNN and RNN?

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Computer Vision

What’s the difference between CNN and RNN?

Discover the difference between CNN and RNN and how they are used in computer vision and natural language processing.

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Data Collection

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.

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.

4 Benefits of Using Crowdsourced Data for Machine Learning

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AI Best Practices

Four benefits of using crowdsourced data for machine learning

Working with crowdsourced data vendors unlocks access to an inexpensive, scalable workforce. In this post, we describe key benefits of crowdsourcing data.

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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.

Article

Data Annotation

What is text annotation? Five different types of annotations

To train NLP algorithms, large annotated text datasets are required. Learn more with a brief introduction to five common types of text annotation.

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.

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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.

How Self-Agreement Can Improve Your Training Data

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Data Annotation

How self-agreement can improve your training data

Are you evaluating your annotation team for quality? Read why self-agreement checks are critical for a proper evaluation.

Article

AI Best Practices

How humans-in-the-loop improve map and navigation software

Discover three critical ways human-annotated data improves map and navigation software.

Article

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.