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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 PHP 7
Learning PHP 7

Key Features

  • Set up the PHP environment and get started with web programming
  • Leverage the potential of PHP for server-side programming, memory management, and object-oriented programming (OOP)
  • This book is packed with real-life examples to help you implement the concepts as you learn
  • ...
The Angry Chef: Bad Science and the Truth About Healthy Eating
The Angry Chef: Bad Science and the Truth About Healthy Eating

"The popular understanding of nutrition is clouded by superstitions, primitive intuitions, conspiracy theories, and old wives' tales. This irreverent and intelligent expose brings sanity and good sense to one of life's great pleasures." ―Steven Pinker, author of Angels of Our Better Nature

...

Machine Learning with Python: The Definitive Tool to Improve Your Python Programming and Deep Learning to Take You to The Next Level of Coding and Algorithms Optimization
Machine Learning with Python: The Definitive Tool to Improve Your Python Programming and Deep Learning to Take You to The Next Level of Coding and Algorithms Optimization

Machine learning is rapidly changing the world, from diverse types of applications and research pursued in industry and academia. 

Machine learning is affecting every part of your daily life. From voice assistants using NLP and machine learning to make appointments, check your calendar, and play music,...


Fluid Volume Monitoring with Glucose Dilution
Fluid Volume Monitoring with Glucose Dilution
Academic medicine can be very satisfying. I am pleased when I see one of my residents takes excellent care of a seriously injured patient. I am pleased when a junior member of the faculty publishes a really good paper. I am pleased when the program attracts an especially good group of residents. Sources of satisfaction can be...
Sun Certified Enterprise Architect for Java EE Study Guide (2nd Edition)
Sun Certified Enterprise Architect for Java EE Study Guide (2nd Edition)

Definitive, Comprehensive SCEA Exam Prep–Straight from Sun’s Exam Developers!

 

This book delivers complete, focused review for Sun’s...

Flash Mobile: Developing Android and iOS Applications (Visualizing the Web)
Flash Mobile: Developing Android and iOS Applications (Visualizing the Web)

Change: It’s what we expect from technology, from the PC to the web, through to HD TV. But nothing has been as disruptive as the change the iPhone and Android phones have brought. For the first time the power of a computer will fit in your hand, you are always connected to the Internet, and these devices are loaded with...

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