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Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms

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With the reinvigoration of neural networks in the 2000s, deep learning has become an extremely active area of research, one that’s paving the way for modern machine learning. In this practical book, author Nikhil Buduma provides examples and clear explanations to guide you through major concepts of this complicated field.

Companies such as Google, Microsoft, and Facebook are actively growing in-house deep-learning teams. For the rest of us, however, deep learning is still a pretty complex and difficult subject to grasp. If you’re familiar with Python, and have a background in calculus, along with a basic understanding of machine learning, this book will get you started.

  • Examine the foundations of machine learning and neural networks
  • Learn how to train feed-forward neural networks
  • Use TensorFlow to implement your first neural network
  • Manage problems that arise as you begin to make networks deeper
  • Build neural networks that analyze complex images
  • Perform effective dimensionality reduction using autoencoders
  • Dive deep into sequence analysis to examine language
  • Understand the fundamentals of reinforcement learning
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Learning Rails 3
Learning Rails 3
Everyone cool seems to agree: Ruby on Rails is an amazing way to build web applications. Ruby is a powerful and flexible programming language, and Rails takes advantage of that flexibility to build a web application framework that takes care of a tremendous amount of work for the developer. Everything sounds great!...
Digital Communications
Digital Communications

This is a modern textbook on digital communications and is designed for senior undergraduate and graduate students, whilst also providing a valuable reference for those working in the telecommunications industry.  It provides a simple and thorough access to a wide range of topics through use of figures, tables, examples and problem...

Advanced CISSP Prep Guide: Exam Q & A
Advanced CISSP Prep Guide: Exam Q & A

Get ready to pass the CISSP exam and earn your certification with this advanced test guide

Used alone or as an in-depth supplement to the bestselling The CISSP Prep Guide, this book provides you with an even more intensive preparation for the CISSP exam. With the help of more than 300 advanced questions and detailed answers,...


How to Research
How to Research
"...an immensely useful resource." - Nursing Times Research "As a graduate research student, I have come across a number of books claiming to inform the reader 'how to research', and have become sceptical...This book challenges that scepticism and is to be warmly welcomed." - Research Policy and Planning." "...an...
Illustrated Guide to Home Forensic Science Experiments: All Lab, No Lecture (Diy Science)
Illustrated Guide to Home Forensic Science Experiments: All Lab, No Lecture (Diy Science)

Have you ever wondered whether the forensic science you’ve seen on TV is anything like the real thing? There’s no better way to find out than to roll up your sleeves and do it yourself. This full-color book offers advice for setting up an inexpensive home lab, and includes more than 50 hands-on lab sessions that deal with...

Data Structures and Algorithms Using Visual Basic.NET
Data Structures and Algorithms Using Visual Basic.NET
The Visual Basic.NET (VB.NET) programming language is not usually associated
with the study of data structures and algorithms. The primary reason for
this must be because most university and college computer science departments
don’t consider VB.NET to be a “serious” programming language that
can be used to
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