Content Moderation: a Complete Guide
What Is Content Moderation? Content moderation is the practice of reviewing user-generated content (UGC) on internet platforms – social media, […]
Testing Data in Machine Learning
In the world of machine learning (ML), the effectiveness of a model significantly relies on the quality and characteristics of […]
What Is a Dataset in Machine Learning?
In the realm of machine learning (ML), datasets are like the foundation of a skyscraper—everything rests upon their strength and […]
How Much Training Data is Needed for Machine Learning?
Introduction Machine learning (ML) is an integral branch of Ai. It stands at the forefront of technological advancements across various […]
What Is Data Curation?
Introduction Definition of Data Curation Data curation is part of the data management process. It involves a comprehensive approach to […]
What is Data Augmentation? Complete guide
Data augmentation stands at the forefront of machine learning techniques, paving the way to building more and more accurate learning […]
Markup cases in CVAT #1: find the differences
Hello, dear readers! My name is Alina and I work as an operations manager at Training Data, a data mining and markup company. I lead markup projects, and thanks to...