TensorFlow for Deep Learning
From Linear Regression to Reinforcement Learning
|Price||$23.99 - $49.47
|Authors||Reza Zadeh, Bharath Ramsundar|
|Format||Paper book / ebook (PDF)|
Learn how to solve challenging machine learning problems with Tensorflow, Google's revolutionary new system for deep learning. If you have some background with basic linear algebra and calculus, this practical book shows you how to build - and when to use - deep learning architectures. You'll learn how to design systems capable of detecting objects in images, understanding human speech, analyzing video, and predicting the properties of potential medicines.
TensorFlow for Deep Learning teaches concepts through practical examples and builds understanding of deep learning foundations from the ground up. It's ideal for practicing developers comfortable with designing software systems, but not necessarily with creating learning systems. This book is also useful for scientists and other professionals who are comfortable with scripting, but not necessarily with designing learning algorithms.
Gain in-depth knowledge of the TensorFlow API and primitives; Understand how to train and tune machine learning systems with TensorFlow on large datasets; Learn how to use TensorFlow with convolutional networks, recurrent networks, LSTMs, and reinforcement learning.
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Learn Keras for Deep Neural Networks
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Learn, understand, and implement deep neural networks in a math- and programming-friendly approach using Keras and Python. The book focuses on an end-to-end approach to developing supervised learning algorithms in regression and classification with practical business-centric use-cases implemented in Keras.The overall book comprises three ...
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Build your own pipeline based on modern TensorFlow approaches rather than outdated engineering concepts.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...
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Price: $39.99 | Publisher: Packt Publishing | Release: 2018
Deep Learning with Applications Using Python
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Build deep learning applications, such as computer vision, speech recognition, and chatbots, using frameworks such as TensorFlow and Keras. This book helps you to ramp up your practical know-how in a short period of time and focuses you on the domain, models, and algorithms required for deep learning applications. Deep Learning with Appli...
Price: $39.99 | Publisher: Apress | Release: 2018
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Price: $32.99 | Publisher: Apress | Release: 2020
Deep Learning and the Game of Go
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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
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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: $39.99 | Publisher: Manning | Release: 2018