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Deep Learning from Scratch: From Basics to Building Real Neural Networks with Keras. Illustrated Introduction for Beginners. (Paperback)

Author: Artem Kovera

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MRP: MRP: Rs.1,960.00
Net Price: Rs.1,764.00
You save: Rs.196.00 (10%)
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Leadtime to ship in days (default): Usually ships in 2 Days
9781731175625
Price in points: 1764 points
Reward points: 18 points
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Description

This introduction will help you develop a step-by-step understanding of deep learning completely from scratch!!

 

This book covers:
  • Introduction to machine learning and deep learning
  • Math for deep learning explained to the layman
  • How neural networks work: a general overview
  • Activation functions in deep networks
  • Loss functions
  • Weight initialization and batch normalization
  • Overfitting and underfitting and methods to overcome them in deep neural networks
  • How to evaluate deep learning models
  • Introduction to transfer learning with deep neural networks
  • How to set up optimal hyper-parameters for deep models
  • Convolutional neural networks
  • Recurrent Neural Networks
  • Adversarial neural networks
  • Deep reinforcement learning
  • Introduction to the Keras API for Deep Learning
  • Introduction to Keras Callbacks
  • How to build a simple deep neural network for image classification with Keras
  • How to build a neural network for regression with Keras
  • How to build a convolutional network for image classification with Keras

Features

Author:
Artem Kovera
Binding:
Paperback
Condition Type:
New
Country Origin:
USA
Edition :
1
Leadtime to ship in days (default):
Usually ships in 2 Days
Page:
209
Publisher:
Independently published
Year:
2018

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