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TensorFlow for Deep Learning
Programacion , Python / septiembre 16, 2018

Book Name: TensorFlow for Deep Learning Author: Bharath Ramsundar, Reza Bosagh Zadeh ISBN-10: 1491980451 Year: 2018 Pages: 256 Language: English File size: 16.2 MB File format: PDF   TensorFlow for Deep Learning Book Description: Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems capable of detecting objects in images, understanding text, analyzing video, and predicting the properties of potential medicines. TensorFlow for Deep Learning teaches concepts through practical examples and helps you build knowledge of deep learning foundations from the ground up. It’s ideal for practicing developers with experience designing software systems, and useful for scientists and other professionals familiar with scripting but not necessarily with designing learning algorithms. Learn TensorFlow fundamentals, including how to perform basic computation Build simple learning systems to understand their mathematical foundations Dive into fully connected deep networks used in thousands of applications Turn prototypes into high-quality models with hyperparameter optimization Process images with convolutional neural networks Handle natural language datasets with recurrent neural networks Use reinforcement learning to solve games such as…

Building Machine Learning Systems with Python Book
Programacion , Python / septiembre 16, 2018

Book Name: Building Machine Learning Systems with Python, 3rd Edition Author: Luis Pedro Coelho, Wilhelm Richert, Matthieu Brucher ISBN-10: B079Q7Q9R5 Year: 2018 Pages: 406 Language: English File size: 17.50 MB File format: PDF Building Machine Learning Systems with Python Book Description: Get more from your data by creating practical machine learning systems with Python Key Features Develop your own Python-based machine learning system Discover how Python offers multiple algorithms for modern machine learning systems Explore key Python machine learning libraries to implement in your projects Book Description Machine learning allows systems to learn things without being explicitly programmed to do so. Python is one of the most popular languages used to develop machine learning applications, which take advantage of its extensive library support. This third edition of Building Machine Learning Systems with Python addresses recent developments in the field by covering the most-used datasets and libraries to help you build practical machine learning systems. Using machine learning to gain deeper insights from data is a key skill required by modern application developers and analysts alike. Python, being a dynamic language, allows for fast exploration and experimentation. This book shows you exactly how to find patterns in your raw data. You…

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