Linguistic AnnotationOK Google, how do voice assistants work?
Take an in-depth look at one particular use case of natural language processing that is founnd in many people’s daily lives: voice assistants.
Data Collection10 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.
Linguistic AnnotationWhat 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.
Data AnnotationRetail & EcommerceWhat is product categorization?
Learn about product categorization (also known as product classification) and how it’s crucial to the eCommerce industry.
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.
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.
Data AnnotationWhat 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.
AI TrendsWhat's slowing down the pace of AI innovation?
While the pace of AI innovation is quick, it is not without obstacles. Navigate around impediments with insights from this article.
Linguistic AnnotationThe 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.
Computer VisionWhat 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.
Computer VisionComputer 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.
AI Use CasesHealthcareAI 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.
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