How Long to Read Practicing Trustworthy Machine Learning

How Long Does it Take to Read Practicing Trustworthy Machine Learning?

It takes the average reader 5 hours and 6 minutes to read Practicing Trustworthy Machine Learning by Yada Pruksachatkun

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

Description

With the increasing use of AI in high-stakes domains such as medicine, law, and defense, organizations spend a lot of time and money to make ML models trustworthy. Many books on the subject offer deep dives into theories and concepts. This guide provides a practical starting point to help development teams produce models that are secure, more robust, less biased, and more explainable. Authors Yada Pruksachatkun, Matthew McAteer, and Subhabrata Majumdar translate best practices in the academic literature for curating datasets and building models into a blueprint for building industry-grade trusted ML systems. With this book, engineers and data scientists will gain a much-needed foundation for releasing trustworthy ML applications into a noisy, messy, and often hostile world. You'll learn: Methods to explain ML models and their outputs to stakeholders How to recognize and fix fairness concerns and privacy leaks in an ML pipeline How to develop ML systems that are robust and secure against malicious attacks Important systemic considerations, like how to manage trust debt and which ML obstacles require human intervention

How long is Practicing Trustworthy Machine Learning?

Practicing Trustworthy Machine Learning by Yada Pruksachatkun is 303 pages long, and a total of 76,659 words.

This makes it 102% the length of the average book. It also has 94% more words than the average book.

How Long Does it Take to Read Practicing Trustworthy Machine Learning Aloud?

The average oral reading speed is 183 words per minute. This means it takes 6 hours and 58 minutes to read Practicing Trustworthy Machine Learning aloud.

What Reading Level is Practicing Trustworthy Machine Learning?

Practicing Trustworthy Machine Learning 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 Practicing Trustworthy Machine Learning?

Practicing Trustworthy Machine Learning by Yada Pruksachatkun is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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