Python Deep Learning Projects

9 projects demystifying neural network and deep learning models for building intelligent systems



Bookstore > Books > Python Deep Learning Projects

Price$44.99 - $65.98
Rating
AuthorsMatthew Lamons, Rahul Kumar, Abhishek Nagaraja
PublisherPackt Publishing
Published2018
Pages472
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101788997093
ISBN-139781788997096
EBook Hardcover Paperback

Deep learning has been gradually revolutionizing every field of artificial intelligence, making application development easier.

Python Deep Learning Projects imparts all the knowledge needed to implement complex deep learning projects in the field of computational linguistics and computer vision. Each of these projects is unique, helping you progressively master the subject. You'll learn how to implement a text classifier system using a recurrent neural network (RNN) model and optimize it to understand the shortcomings you might experience while implementing a simple deep learning system.

Similarly, you'll discover how to develop various projects, including word vector representation, open domain question answering, and building chatbots using seq-to-seq models and language modeling. In addition to this, you'll cover advanced concepts, such as regularization, gradient clipping, gradient normalization, and bidirectional RNNs, through a series of engaging projects.

By the end of this book, you will have gained knowledge to develop your own deep learning systems in a straightforward way and in an efficient way.


  1. (2 books)
  2. (2 books)



Similar Books


Java Deep Learning Projects

Java Deep Learning Projects

by Md. Rezaul Karim

Java is one of the most widely used programming languages. With the rise of deep learning, it has become a popular choice of tool among data scientists and machine learning experts.Java Deep Learning Projects starts with an overview of deep learning concepts and then delves into advanced projects. You will see how to build several project...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018

Python Machine Learning Projects

Python Machine Learning Projects

by Lisa Tagliaferri, Michelle Morales, Ellie Birkbeck, Alvin Wan

As machine learning is increasingly leveraged to find patterns, conduct analysis, and make decisions - sometimes without final input from humans who may be impacted by these findings - it is crucial to invest in bringing more stakeholders into the fold. This book of Python projects in machine learning tries to do just that: to equip the d...

Publisher:  DigitalOcean  |  Release:  2019

R Deep Learning Essentials, 2nd Edition

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

Deep Learning with Python

Deep Learning with Python

by Nihkil Ketkar

Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This new edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by Faceboo...

Price:  $32.99  |  Publisher:  Apress  |  Release:  2020

Python Reinforcement Learning Projects

Python Reinforcement Learning Projects

by Sean Saito, Yang Wenzhuo, Rajalingappaa Shanmugamani

Reinforcement learning is one of the most exciting and rapidly growing fields in machine learning. This is due to the many novel algorithms developed and incredible results published in recent years.In this book, you will learn about the core concepts of RL including Q-learning, policy gradients, Monte Carlo processes, and several deep re...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2018

Applied Deep Learning with Python

Applied Deep Learning with Python

by Alex Galea, Luis Capelo

Taking an approach that uses the latest developments in the Python ecosystem, you'll first be guided through the Jupyter ecosystem, key visualization libraries and powerful data sanitization techniques before we train our first predictive model. We'll explore a variety of approaches to classification like support vector networks, random d...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2018

Python Machine Learning, 3rd Edition

Python Machine Learning, 3rd Edition

by Sebastian Raschka, Vahid Mirjalili

Python Machine Learning, Third Edition is a comprehensive guide to machine learning and deep learning with Python. It acts as both a step-by-step tutorial, and a reference you'll keep coming back to as you build your machine learning systems.Packed with clear explanations, visualizations, and working examples, the book covers all the esse...

Price:  $35.99  |  Publisher:  Packt Publishing  |  Release:  2019

Deep Learning Pipeline

Deep Learning Pipeline

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 basic ...

Price:  $30.46  |  Publisher:  Apress  |  Release:  2020