Advanced Search Request a Book

ORDERS

Readings Orders 0

DEMANDS

Readings Demands 0

Math For Deep Learning:What You Need To Know To Understand Neural Networks
[Paperback - 2021]
ronald t. kneusel
On Demand
Availability in 4-6 weeks on receipt of order
List Price: $49.99
Our Price: Rs.11595 Rs.9856
Standard Discount: 15%
You Save: Rs.1739
Category: Computer
Sub-category: Computer Science
Additional Category: Mathematics - Networking
Publisher: No Starch Press | ISBN: 9781718501904 | Pages: 344
Shipping Weight: .649 | Dimensions: 7.06 x .77 x 9.25 inches

Description

Math for Deep Learning provides the essential math you need to understand deep learning discussions, explore more complex implementations, and better use the deep learning toolkits.

With Math for Deep Learning, you'll learn the essential mathematics used by and as a background for deep learning. 

You’ll work through Python examples to learn key deep learning related topics in probability, statistics, linear algebra, differential calculus, and matrix calculus as well as how to implement data flow in a neural network, backpropagation, and gradient descent. You’ll also use Python to work through the mathematics that underlies those algorithms and even build a fully-functional neural network.

In addition you’ll find coverage of gradient descent including variations commonly used by the deep learning community: SGD, Adam, RMSprop, and Adagrad/Adadelta.

 

About the Author

Ronald T. Kneusel is a data scientist who builds deep-learning (AI) systems, as well as extensive experience with medical imaging and the development of medical devices. He earned a PhD in machine learning from the University of Colorado, Boulder, has nearly 20 years of machine learning experience in industry, and is presently pursuing deep-learning projects with L3Harris Technologies, Inc. Kneusel is also the author of Random Numbers and Computers (Springer 2018), in addition to Math for Deep Learning, Practical Deep Learning, and Strange Code—all published by No Starch Press.

Also by the Same Author

View All
Strange Code:Esoteric Languages That Make Programming Fun Again
[Paperback - 2022]
ronald t. kneusel
On Demand
Availability in 4-6 weeks on receipt of order
List Price: $49.99
Our Price: Rs.12045 Rs.10238
Standard Discount: 15%
You Save: Rs.1807
Practical Deep Learning:a Python-Based Introduction
[Paperback - 2021]
ronald t. kneusel
On Demand
Availability in 4-6 weeks on receipt of order
List Price: $59.99
Our Price: Rs.13895 Rs.11811
Standard Discount: 15%
You Save: Rs.2084
How Ai Works:From Sorcery To Science
[Paperback - 2023]
ronald t. kneusel
On Demand
Availability in 4-6 weeks on receipt of order
List Price: $29.99
Our Price: Rs.6945 Rs.5903
Standard Discount: 15%
You Save: Rs.1042
The Art Of Randomness:Randomized Algorithms In The Real World
[Paperback - 2024]
ronald t. kneusel
On Demand
Availability in 4-6 weeks on receipt of order
List Price: $49.99
Our Price: Rs.11745 Rs.9983
Standard Discount: 15%
You Save: Rs.1762
Math For Programming
[Paperback - 2024]
ronald t. kneusel
On Demand
Availability in 4-6 weeks on receipt of order
List Price: $49.99
Our Price: Rs.11145 Rs.9473
Standard Discount: 15%
You Save: Rs.1672