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MINATO Nguyen

6 posts
Evaluating Vector Search Quality: A Practical Guide for Developers
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Evaluating Vector Search Quality: A Practical Guide for Developers

Vector databases and embeddings have become core infrastructure for AI applications–search, RAG, recommendations, anomaly detection, and more. But while building a vector search system is straightforw
MINATO Nguyen
Vector Databases - Explained for Developers
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Vector Databases - Explained for Developers

As AI systems become more powerful, they also need smarter ways to store and search information. Traditional databases–build for rows, columns, and exact matching–struggle when dealing with meaning. T
MINATO Nguyen
Fine-tuning vs. Prompt-tuning: When to Use Which
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Fine-tuning vs. Prompt-tuning: When to Use Which

In the rapidly evolving world of AI and natural language processing (NLP), adapting pre-trained models to specific tasks is essential for achieving optimal performance. Two popular strategies dominate
MINATO Nguyen
Deep Learning: Concepts and Applications
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Deep Learning: Concepts and Applications

Deep learning, a branch of machine learning, employs multilayered neural networks—known as deep neural networks—to mimic the complex decision-making abilities of the human brain. It powers many of tod
MINATO Nguyen
An Overview of Supervised Learning
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An Overview of Supervised Learning

Supervised learning is a machine learning approach that trains AI models using datasets where inputs are paired with human-labeled outputs. The model learns the connections between these inputs and ou
MINATO Nguyen
Understanding the Core Concept of Machine Learning
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Understanding the Core Concept of Machine Learning

Machine learning (ML) is behind many of the tools we rely on daily—think recommendation systems or voice assistants. But what is it, exactly? In short, ML is a branch of artificial intelligence (AI) t
MINATO Nguyen