How Long to Read Numerical Machine Learning

How Long Does it Take to Read Numerical Machine Learning?

It takes the average reader 3 hours and 49 minutes to read Numerical Machine Learning by Zhiyuan Wang

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

Description

Numerical Machine Learning is a simple textbook on machine learning that bridges the gap between mathematics theory and practice. The book uses numerical examples with small datasets and simple Python codes to provide a complete walkthrough of the underlying mathematical steps of seven commonly used machine learning algorithms and techniques, including linear regression, regularization, logistic regression, decision trees, gradient boosting, Support Vector Machine, and K-means Clustering. Through a step-by-step exploration of concrete numerical examples, the students (primarily undergraduate and graduate students studying machine learning) can develop a well-rounded understanding of these algorithms, gain an in-depth knowledge of how the mathematics relates to the implementation and performance of the algorithms, and be better equipped to apply them to practical problems. Key features - Provides a concise introduction to numerical concepts in machine learning in simple terms - Explains the 7 basic mathematical techniques used in machine learning problems, with over 60 illustrations and tables - Focuses on numerical examples while using small datasets for easy learning - Includes simple Python codes - Includes bibliographic references for advanced reading The text is essential for college and university-level students who are required to understand the fundamentals of machine learning in their courses.

How long is Numerical Machine Learning?

Numerical Machine Learning by Zhiyuan Wang is 225 pages long, and a total of 57,375 words.

This makes it 76% the length of the average book. It also has 70% more words than the average book.

How Long Does it Take to Read Numerical Machine Learning Aloud?

The average oral reading speed is 183 words per minute. This means it takes 5 hours and 13 minutes to read Numerical Machine Learning aloud.

What Reading Level is Numerical Machine Learning?

Numerical 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 Numerical Machine Learning?

Numerical Machine Learning by Zhiyuan Wang 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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