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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Machine Learning vs. Deep Learning: What Is the Difference?

Machine Learning vs. Deep Learning: What Is the Difference?

Introduction to Artificial Intelligence, Machine Learning, and Deep Learning Artificial Intelligence (AI) is a prominent technology that serves as the […]

Data labeling vs. data annotation: everything you need to know

Data labeling vs. data annotation: everything you need to know

Data labeling and data annotation might sound similar, but they play different roles in making smart computer programs. In this […]

Keypoint Annotation: a Comprehensive Guide

Keypoint Annotation: a Comprehensive Guide

Ever wondered how machines can recognize faces, estimate human poses, or detect objects with pinpoint accuracy? The answer lies in […]

Automated Data Annotation – Complete Guide

Automated Data Annotation – Complete Guide

Introduction to Data Annotation Data annotation is one of the greatest achievements in machine learning (ML) as of late. It's […]

Ensuring Data Quality in AI

Ensuring Data Quality in AI

Why Is Data Quality Important in AI? The performance of intelligence (AI) systems greatly depends on the quality of the […]

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Human-on-the-loop in Machine Learning: What is it and What it isn’t

Getting deeper into machine learning, we come across the concept of Human-on-the-Loop (HOTL). This is an approach where human intelligence […]

AI Content Moderation – Complete Guide

AI Content Moderation – Complete Guide

What is AI Content Moderation? AI content moderation refers to the use of artificial intelligence (AI) to automatically review, filter, […]

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6 Types of Content Moderation with Examples

What is content moderation? Content moderation is the process of monitoring, filtering, and managing user-generated content (UGC) on digital platforms. […]

Validation Dataset in Machine Learning

Validation Dataset in Machine Learning

Validation of data serves the purpose of gauging the efficiency of the machine learning (ML) model, which will consequently enhance […]

What is Liveness Detection? How Does It Work?

What is Liveness Detection? How Does It Work?

How can we be sure that the person accessing sensitive data is truly who they claim to be? Traditional biometric […]

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