Deep Learning By Example
A hands-on guide to implementing advanced machine learning algorithms and neural networks
| Price | $39.99 - $54.90
|
| Rating |  |
| Author | Ahmed Menshawy |
| Publisher | Packt Publishing |
| Published | 2018 |
| Pages | 450 |
| Language | English |
| Format | Paper book / ebook (PDF) |
| ISBN-10 | 1788399900 |
| ISBN-13 | 9781788399906 |
Deep learning is a popular subset of machine learning, and it allows you to build complex models that are faster and give more accurate predictions. This book is your companion to take your first steps into the world of deep learning, with hands-on examples to boost your understanding of the topic.
This book starts with a quick overview of the essential concepts of data science and machine learning which are required to get started with deep learning. It introduces you to Tensorflow, the most widely used machine learning library for training deep learning models. You will then work on your first deep learning problem by training a deep feed-forward neural network for digit classification, and move on to tackle other real-world problems in computer vision, language processing, sentiment analysis, and more. Advanced deep learning models such as generative adversarial networks and their applications are also covered in this book.
By the end of this book, you will have a solid understanding of all the essential concepts in deep learning. With the help of the examples and code provided in this book, you will be equipped to train your own deep learning models with more confidence.
- Ahmed Menshawy
Similar Books
Deep Learning and the Game of Go 
by Max Pumperla, Kevin Ferguson
Deep Learning and the Game of Go teaches you how to apply the power of deep learning to complex reasoning tasks by building a Go-playing AI. After exposing you to the foundations of machine and deep learning, you'll use Python to build a bot and then teach it the rules of the game.The ancient strategy game of Go is an incredible case...
Price: $46.05 | Publisher: Manning | Release: 2019
Python Machine Learning By Example, 3rd Edition
by Yuxi (Hayden) Liu
Python Machine Learning By Example, 3rd Edition serves as a comprehensive gateway into the world of machine learning (ML).With six new chapters, on topics including movie recommendation engine development with Naïve Bayes, recognizing faces with support vector machine, predicting stock prices with artificial neural networks, categorizing...
Price: $34.99 | Publisher: Packt Publishing | Release: 2020
Deep Learning for Natural Language Processing
by Palash Goyal, Sumit Pandey, Karan Jain
Discover the concepts of deep learning used for natural language processing (NLP), with full-fledged examples of neural network models such as recurrent neural networks, long short-term memory networks, and sequence-2-sequence models.You'll start by covering the mathematical prerequisites and the fundamentals of deep learning and NLP...
Price: $31.93 | Publisher: Apress | Release: 2018
by Hisham El-Amir, Mahmoud Hamdy
Build your own pipeline based on modern TensorFlow approaches rather than outdated engineering concepts. This book shows you how to build a deep learning pipeline for real-life TensorFlow projects. You'll learn what a pipeline is and how it works so you can build a full application easily and rapidly. Then troubleshoot and overcome b...
Price: $30.93 | Publisher: Apress | Release: 2020
by Francois Chollet, J. J. Allaire
Machine learning has made remarkable progress in recent years. Deep-learning systems now enable previously impossible smart applications, revolutionizing image recognition and natural-language processing, and identifying complex patterns in data. The Keras deep-learning library provides data scientists and developers working in R a state-...
Price: $13.66 | Publisher: Manning | Release: 2018
R Deep Learning Essentials, 2nd Edition
by Mark Hodnett, Joshua F. Wiley
Deep learning is a powerful subset of machine learning that is very successful in domains such as computer vision and natural language processing (NLP). This second edition of R Deep Learning Essentials will open the gates for you to enter the world of neural networks by building powerful deep learning models using the R ecosystem.This bo...
Price: $39.99 | Publisher: Packt Publishing | Release: 2018
Artificial Intelligence By Example, 2nd Edition
by Denis Rothman
Artificial intelligence (AI) has the potential to replicate humans in every field. Artificial Intelligence By Example, Second Edition serves as a starting point for you to understand how AI is built, with the help of intriguing and exciting examples.This book will make you an adaptive thinker and help you apply concepts to real-world scen...
Price: $39.99 | Publisher: Packt Publishing | Release: 2020
by Mathew Salvaris, Danielle Dean, Wee Hyong Tok
Get up-to-speed with Microsoft's AI Platform. Learn to innovate and accelerate with open and powerful tools and services that bring artificial intelligence to every data scientist and developer.Artificial Intelligence (AI) is the new normal. Innovations in deep learning algorithms and hardware are happening at a rapid pace. It is no ...
Price: $37.99 | Publisher: Apress | Release: 2018