Cambridge Probabilistic Data-Driven Modeling Book - Image 1

£48.00

Cambridge University Press Cambridge Probabilistic Data-Driven Modeling Book

Name: Cambridge Probabilistic Data-Driven Modeling Book
Brand: Cambridge University Press
Price: 48.0 GBP
Availability: InStock

Data Storage & Management

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Description

Master the art and science of constructing models from data with this comprehensive guide from Cambridge University Press. This book introduces established and emerging data-driven modeling tools designed to help readers navigate complex datasets. By learning to use statistical tools, you can identify regularities, discover patterns, and find laws within large amounts of information. The text demonstrates how to apply these tools to create models that help you understand complex systems and predict their future behaviors. A central focus of the book is the estimation of multivariate probabilities. This approach shows how the entire domain connects, covering everything from basic linear regressions to deep learning techniques. Whether you are looking to improve your understanding of data storage and management or seeking to apply modeling to new application areas, this book provides the foundational knowledge needed to succeed in modern data science.

Key Features

Learn to construct models from data using established and current modeling tools.

Use statistical tools to identify patterns, regularities, and laws within complex datasets.

Develop models that assist in understanding systems and predicting their behaviors.

Gain expertise in the estimation of multivariate probabilities for data analysis.

Explore a wide range of topics from linear regressions to deep learning methods.

Apply data-driven modeling techniques across various different application areas.

Product Specifications

Brand: Cambridge University Press
Format: hardcover
ASIN: 100922185X
Category: Books > Subjects > Computing & Internet > Databases > Data Storage & Management
Domain: Amazon UK
Release Date: 01 May 2025
Listed Since: 14 March 2024

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Cambridge University Press Cambridge Probabilistic Data-Driven Modeling Book

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