How Long to Read Distributed Machine Learning and Gradient Optimization

How Long Does it Take to Read Distributed Machine Learning and Gradient Optimization?

It takes the average reader 3 hours and 5 minutes to read Distributed Machine Learning and Gradient Optimization by Jiawei Jiang

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

Description

This book presents the state of the art in distributed machine learning algorithms that are based on gradient optimization methods. In the big data era, large-scale datasets pose enormous challenges for the existing machine learning systems. As such, implementing machine learning algorithms in a distributed environment has become a key technology, and recent research has shown gradient-based iterative optimization to be an effective solution. Focusing on methods that can speed up large-scale gradient optimization through both algorithm optimizations and careful system implementations, the book introduces three essential techniques in designing a gradient optimization algorithm to train a distributed machine learning model: parallel strategy, data compression and synchronization protocol. Written in a tutorial style, it covers a range of topics, from fundamental knowledge to a number of carefully designed algorithms and systems of distributed machine learning. It will appeal to a broad audience in the field of machine learning, artificial intelligence, big data and database management.

How long is Distributed Machine Learning and Gradient Optimization?

Distributed Machine Learning and Gradient Optimization by Jiawei Jiang is 179 pages long, and a total of 46,361 words.

This makes it 60% the length of the average book. It also has 57% more words than the average book.

How Long Does it Take to Read Distributed Machine Learning and Gradient Optimization Aloud?

The average oral reading speed is 183 words per minute. This means it takes 4 hours and 13 minutes to read Distributed Machine Learning and Gradient Optimization aloud.

What Reading Level is Distributed Machine Learning and Gradient Optimization?

Distributed Machine Learning and Gradient Optimization 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 Distributed Machine Learning and Gradient Optimization?

Distributed Machine Learning and Gradient Optimization by Jiawei Jiang 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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