Code: 47231607
"Optimizing Retrieval: From Tokenization to Vector Quantization"This book provides a deep dive into the core techniques that underpin modern information retrieval systems. It guides readers through the crucial steps, starting with ... more
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14.84 €
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Book synopsis
"Optimizing Retrieval: From Tokenization to Vector Quantization"
This book provides a deep dive into the core techniques that underpin modern information retrieval systems. It guides readers through the crucial steps, starting with the fundamental process of tokenization - breaking down text into meaningful units. From there, the book explores how these tokens are transformed into numerical representations, a critical step for efficient processing.
The core of the book lies in vector quantization, a powerful technique that compresses and represents high-dimensional data (like text) into lower-dimensional spaces while preserving essential information. This enables faster search, reduced storage requirements, and improved retrieval accuracy.1
Key Topics Covered:
"Optimizing Retrieval: From Tokenization to Vector Quantization" is a valuable resource for researchers, practitioners, and students interested in the cutting-edge techniques driving advancements in information retrieval. It provides a comprehensive understanding of the key concepts and their practical implications, empowering readers to build and optimize high-performance retrieval systems.
Book details
Book category Books in German Naturwissenschaften, Medizin, Informatik, Technik Informatik, EDV Informatik
14.84 €
EnglishCollection points Bratislava a 12770 dalších
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