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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 […]
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Deep learning for computer vision

 Deep learning has greatly impacted the field of computer vision, enabling computers and systems to analyze and interpret the visual […]
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What Is a Dataset in Machine Learning?

 Definition of a dataset in ML Datasets are processed and structured collections of data. Every object in a dataset has […]

What is synthetic data?: definition and benefits

 What is synthetic data? Synthetic data is artificially generated information that imitates the statistical properties of real-world data without containing […]

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 […]
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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, […]
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What Is Data Curation? 

 Introduction Definition of Data Curation Data curation is part of the data management process. It involves a comprehensive approach to […]
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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...