How Long to Read Mechanistic Data Science for STEM Education and Applications

How Long Does it Take to Read Mechanistic Data Science for STEM Education and Applications?

It takes the average reader 4 hours and 55 minutes to read Mechanistic Data Science for STEM Education and Applications by Wing Kam Liu

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

Description

This book introduces Mechanistic Data Science (MDS) as a structured methodology for combining data science tools with mathematical scientific principles (i.e., “mechanistic” principles) to solve intractable problems. Traditional data science methodologies require copious quantities of data to show a reliable pattern, but the amount of required data can be greatly reduced by considering the mathematical science principles. MDS is presented here in six easy-to-follow modules: 1) Multimodal data generation and collection, 2) extraction of mechanistic features, 3) knowledge-driven dimension reduction, 4) reduced order surrogate models, 5) deep learning for regression and classification, and 6) system and design. These data science and mechanistic analysis steps are presented in an intuitive manner that emphasizes practical concepts for solving engineering problems as well as real-life problems. This book is written in a spectral style and is ideal as an entry level textbook for engineering and data science undergraduate and graduate students, practicing scientists and engineers, as well as STEM (Science, Technology, Engineering, Mathematics) high school students and teachers.

How long is Mechanistic Data Science for STEM Education and Applications?

Mechanistic Data Science for STEM Education and Applications by Wing Kam Liu is 287 pages long, and a total of 73,759 words.

This makes it 97% the length of the average book. It also has 90% more words than the average book.

How Long Does it Take to Read Mechanistic Data Science for STEM Education and Applications Aloud?

The average oral reading speed is 183 words per minute. This means it takes 6 hours and 43 minutes to read Mechanistic Data Science for STEM Education and Applications aloud.

What Reading Level is Mechanistic Data Science for STEM Education and Applications?

Mechanistic Data Science for STEM Education and Applications 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 Mechanistic Data Science for STEM Education and Applications?

Mechanistic Data Science for STEM Education and Applications by Wing Kam Liu 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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