Bug Blog

Check out the latest news in software testing, design, development, AI and ML.

Differences between Data Labelling and Data Annotation

by 
Ash Conway
Oct 20, 2023
In the rapidly evolving world of machine learning and artificial intelligence, data stands as the backbone of every model and application. Properly structured and classified data can make the difference between an efficient AI model and a lackluster one.
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The Pivotal Need for Continuous Training, Validation, and Testing in AI/ML Models

by 
Ash Conway
Aug 24, 2023
In the fast-evolving landscape of artificial intelligence and machine learning, the development of robust models goes beyond the initial build phase. Continuous training, validation, and testing have emerged as essential practices to address inherent challenges that can affect the reliability and fairness of AI/ML models.
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The Crucial Role of Accurate Data Annotation in AI and ML: Navigating the Pitfalls of Inaccuracies

by 
Ash Conway
Aug 20, 2023
In the realm of Artificial Intelligence (AI) and Machine Learning (ML), accurate data annotation is the bedrock upon which groundbreaking advancements are built. As these technologies continue to reshape industries and redefine human-machine interactions, the significance of reliable data annotation cannot be overstated.
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