Data CollectionHow 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.
Linguistic AnnotationA 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.
Data AnnotationHow 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.
AI Use CasesRetail & EcommerceFive 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.
AI Use CasesAI 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.
AI Best PracticesHow to select the right machine learning algorithm
Discover seven key factors that can help you choose the best algorithm for a machine learning project.
Data AnnotationUnderstanding 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.
AI Best PracticesHow humans-in-the-loop improve map and navigation software
Discover three critical ways human-annotated data improves map and navigation software.
Data AnnotationHow 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.
Data Validation & RelevanceHow 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.
AI Use CasesAI in retail: Technologies and applications
AI in retail offers a multitude of benefits, but how does it work? We look at examples of retail automation and the technology that powers it.
Data AnnotationRetail & EcommerceWhat 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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