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.
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.
AI Use CasesFinancial Services & Fintech12 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.
Data AnnotationWhat 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.
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.
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.
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.
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.
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.
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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