Data & AI

Article

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.

What is Optical Character Recognition (OCR)?

Article

AI Best Practices

What is optical character recognition (OCR)?

Learn what optical character recognition (OCR) is, what it’s used for and how OCR systems are trained.

Article

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 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.

Article

Data & AI Trends

What is edge AI computing?

What is edge computing in simple terms? Learn how edge artificial intelligence and edge computing are improving modern technology.

OK Google, How does Alexa Work? --- Voice Assistants Explained

Article

Linguistic Annotation

OK 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.

How to Select the Right Machine Learning Algorithm

Article

AI Best Practices

How to select the right machine learning algorithm

Discover seven key factors that can help you choose the best algorithm for a machine learning project.

4 Benefits of Using Crowdsourced Data for Machine Learning

Article

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.

Article

AI Use Cases

AI 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.