How Long to Read Introduction to Machine Learning

How Long Does it Take to Read Introduction to Machine Learning?

It takes the average reader 2 hours and 34 minutes to read Introduction to Machine Learning by Aditya Tandon

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

Description

Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides an extensive theoretical account of the fundamental ideas underlying machine learning and the mathematical derivations that transform these principles into practical algorithms. Following a presentation of the basics of the field, the book covers a wide array of central topics that have not been addressed by previous textbooks. These include a discussion of the computational complexity of learning and the concepts of convexity and stability; important algorithmic paradigms including stochastic gradient descent, neural networks, and structured output learning; and emerging theoretical concepts such as the PAC-Bayes approach and compression-based bounds. Designed for an advanced undergraduate or beginning graduate course, the text makes the fundamentals and algorithms of machine learning accessible to students and nonexpert readers in statistics, computer science, mathematics, and engineering.

How long is Introduction to Machine Learning?

Introduction to Machine Learning by Aditya Tandon is 153 pages long, and a total of 38,709 words.

This makes it 52% the length of the average book. It also has 47% more words than the average book.

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

The average oral reading speed is 183 words per minute. This means it takes 3 hours and 31 minutes to read Introduction to Machine Learning aloud.

What Reading Level is Introduction to Machine Learning?

Introduction to Machine Learning is suitable for students ages 10 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 Introduction to Machine Learning?

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