Blog & Article

What is Training Data? – A Complete Guide 2024

What is Training Data? – A Complete Guide 2024

Why is Training Data Important? Training data is the foundation of Machine Learning (ML) models. Without good-quality training data, even […]

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Synthetic Data in ML: Complete Guide

Synthetic Data in ML: Complete Guide

Synthetic data is artificially generated information that mimics the statistical properties of real-world data, crafted through algorithms or simulations to […]

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How To Generate Synthetic Data: Full Guide

How To Generate Synthetic Data: Full Guide

Introduction What is Synthetic Data? What if we could create data that didn’t even exist yet, but still reflected the […]

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What is Data Augmentation? Complete guide 

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 […]

How To Generate Synthetic Data: Full Guide

How To Generate Synthetic Data: Full Guide

Introduction What is Synthetic Data? What if we could create data that didn’t even exist yet, but still reflected the […]

Data Types in Machine Learning

Data Types in Machine Learning

Machine Learning (ML) has revolutionized how we engage with technology. It serves as a crucial element in propelling innovation across industries. From tailored recommendations on streaming platforms to self-driving cars...

Markup cases in CVAT #1: find the differences

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...