Unidata Blog

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 Curation? 

What Is Data Curation? 

Introduction Imagine you’re a librarian sorting thousands of books in a huge library. Each book is like a piece of […]

What is Data Augmentation? Complete Guide 

What is Data Augmentation? Complete Guide 

Imagine you’re tasked with organizing a vast library, where each book represents a unique piece of data. Without a clear […]

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...

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