Deep Learning Architectures: A Mathematical Approach by Calin, Ovidiu
Deep Learning Architectures: A Mathematical Approach by Calin, Ovidiu

Deep Learning Architectures: A Mathematical Approach

This book describes how neural networks operate from the mathematical point of view. As a result, neural...
$211.82 SGD
$211.82 SGD
SKU: 9783030367237
Product Type: Books
Please hurry! Only 636 left in stock
Author: Ovidiu Calin
Format: Paperback
Language: English
Subtotal: $211.82
10 customers are viewing this product
Deep Learning Architectures: A Mathematical Approach by Calin, Ovidiu

Deep Learning Architectures: A Mathematical Approach

$211.82
Deep Learning Architectures: A Mathematical Approach by Calin, Ovidiu

Deep Learning Architectures: A Mathematical Approach

$211.82
Author: Ovidiu Calin
Format: Paperback
Language: English
Description

This book describes how neural networks operate from the mathematical point of view. As a result, neural networks can be interpreted both as function universal approximators and information processors. The book bridges the gap between ideas and concepts of neural networks, which are used nowadays at an intuitive level, and the precise modern mathematical language, presenting the best practices of the former and enjoying the robustness and elegance of the latter.

This book can be used in a graduate course in deep learning, with the first few parts being accessible to senior undergraduates. In addition, the book will be of wide interest to machine learning researchers who are interested in a theoretical understanding of the subject.




Author: Ovidiu Calin
Publisher: Springer
Published: 02/14/2021
Pages: 760
Binding Type: Paperback
Weight: 2.40lbs
Size: 9.21h x 6.14w x 1.57d
ISBN: 9783030367237

About the Author
Ovidiu Calin, a graduate from University of Toronto, is a professor at Eastern Michigan University and a former visiting professor at Princeton University and University of Notre Dame. He has delivered numerous lectures at several universities in Japan, Hong Kong, Taiwan, and Kuwait over the last 15 years. His publications include over 60 articles and 8 books in the fields of machine learning, computational finance, stochastic processes, variational calculus and geometric analysis.
Shipping & Return

Returns Policy

You may return most new, unopened items within 30 days of delivery for a full refund. We'll also pay the return shipping costs if the return is a result of our error (you received an incorrect or defective item, etc.).

You should expect to receive your refund within four weeks of giving your package to the return shipper, however, in many cases you will receive a refund more quickly. This time period includes the transit time for us to receive your return from the shipper (5 to 10 business days), the time it takes us to process your return once we receive it (3 to 5 business days), and the time it takes your bank to process our refund request (5 to 10 business days).

If you need to return an item, simply login to your account, view the order using the "Complete Orders" link under the My Account menu and click the Return Item(s) button. We'll notify you via e-mail of your refund once we've received and processed the returned item.

Shipping

We can ship to virtually any address in the world. Note that there are restrictions on some products, and some products cannot be shipped to international destinations.

When you place an order, we will estimate shipping and delivery dates for you based on the availability of your items and the shipping options you choose. Depending on the shipping provider you choose, shipping date estimates may appear on the shipping quotes page.

Please also note that the shipping rates for many items we sell are weight-based. The weight of any such item can be found on its detail page. To reflect the policies of the shipping companies we use, all weights will be rounded up to the next full pound.

Review

Related Products

Example product title
$211.82 SGD
$211.82 SGD
Example product title
$211.82 SGD
$211.82 SGD
Example product title
$211.82 SGD
$211.82 SGD
Example product title
$211.82 SGD
$211.82 SGD
Example product title
$211.82 SGD
$211.82 SGD
Example product title
$211.82 SGD
$211.82 SGD
Example product title
$211.82 SGD
$211.82 SGD
Example product title
$211.82 SGD
$211.82 SGD
Example product title
$211.82 SGD
$211.82 SGD
Example product title
$211.82 SGD
$211.82 SGD

Recently Viewed Products