How Long to Read Modeling and Reasoning with Bayesian Networks

How Long Does it Take to Read Modeling and Reasoning with Bayesian Networks?

It takes the average reader 9 hours and 28 minutes to read Modeling and Reasoning with Bayesian Networks by Adnan Darwiche

Assuming a reading speed of 250 words per minute. Learn more

Description

This book is a thorough introduction to the formal foundations and practical applications of Bayesian networks. It provides an extensive discussion of techniques for building Bayesian networks that model real-world situations, including techniques for synthesizing models from design, learning models from data, and debugging models using sensitivity analysis. It also treats exact and approximate inference algorithms at both theoretical and practical levels. The treatment of exact algorithms covers the main inference paradigms based on elimination and conditioning and includes advanced methods for compiling Bayesian networks, time-space tradeoffs, and exploiting local structure of massively connected networks. The treatment of approximate algorithms covers the main inference paradigms based on sampling and optimization and includes influential algorithms such as importance sampling, MCMC, and belief propagation. The author assumes very little background on the covered subjects, supplying in-depth discussions for theoretically inclined readers and enough practical details to provide an algorithmic cookbook for the system developer.

How long is Modeling and Reasoning with Bayesian Networks?

Modeling and Reasoning with Bayesian Networks by Adnan Darwiche is 549 pages long, and a total of 142,191 words.

This makes it 185% the length of the average book. It also has 174% more words than the average book.

How Long Does it Take to Read Modeling and Reasoning with Bayesian Networks Aloud?

The average oral reading speed is 183 words per minute. This means it takes 12 hours and 57 minutes to read Modeling and Reasoning with Bayesian Networks aloud.

What Reading Level is Modeling and Reasoning with Bayesian Networks?

Modeling and Reasoning with Bayesian Networks is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Modeling and Reasoning with Bayesian Networks?

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