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Get to grips with the basics of Keras to implement fast and efficient deep-learning models About This Book * Implement various deep;
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learning from scratch with Keras, and be on your way to training your first ever neural networks. What sets Keras apart from other deep learning;
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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;
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Build machine and deep learning systems with the newly released TensorFlow 2 and Keras for the lab, production, and mobile devices Key;
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Features Understand how to implement deep learning with TensorFlow and Keras Learn the fundamentals of computer vision and image recognition;
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multiple neural network architectures such as CNN, RNN, LSTM in Keras Discover tips and tricks for designing a robust neural network to solve real;
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solutions from Kaggle Masters and Google Developer Experts Get to grips with the fundamentals including variables, matrices, and data sources;
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speed with artificial neural networks, recurrent neural networks, convolutional neural networks, long short-term memory networks, and more using;
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, you will discover how to work efficiently with Keras with many tricks and tips, including how to customize logging in Keras with custom;
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with packages such as deepnet, MXNetR, Tensorflow, H2O, Keras, and text2vec Apply neural networks to perform handwritten digit recognition;
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Design and create neural networks with deep learning and artificial intelligence principles using OpenAI Gym, TensorFlow, and Keras Key;
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scratch. It provides a treatment of the general recurrent neural networks with principled methods for training that render the (generalized;
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book is for you. Basic understanding of Java programming as well as some experience with machine learning and neural networks is required to;
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with deep neural networks. What you will learn Solve regression and classification challenges with TensorFlow and Keras Learn to use Tensor;
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Understand how neural networks work and learn how to implement them using TensorFlow 2.0 and Keras. This new edition focuses on the;
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Understand how neural networks work and learn how to implement them using TensorFlow 2.0 and Keras. This new edition focuses on the;
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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;
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become proficient in TensorFlow to build deep Convolutional Neural Networks (CNNs) through custom APIs, high-level Keras APIs, Keras Applications;
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models with Keras and TensorFlow 1.x, and move forwards to advanced techniques, as you explore deep neural network architectures, including;
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Take the next step in implementing various common and not-so-common neural networks with Tensorflow 1.x About This Book * Skill up;
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Gain the knowledge of various deep neural network architectures and their application areas to conquer your NLP issues. Key Features Gain;
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learning with Apache Spark Train neural networks with deep learning libraries such as BigDL and TensorFlow Develop Spark deep learning applications;
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Simplify next-generation deep learning by implementing powerful generative models using Python, TensorFlow and Keras Key Features;
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learning in Python. He has been working with deep neural networks since 2012. Francois is currently doing deep learning research at Google. He;
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about MLPs (Multi Layer Perceptrons), CNNs (Convolutional Neural Networks), and a Keras-based code sample of a CNN with the MNIST dataset. The;
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techniques such as training neural networks Get acquainted with some new practices introduced in TensorFlow 2.0 Alpha Book DescriptionTensorFlow;
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more Key Features Discover how to build, train, and serve your own deep neural networks with TensorFlow 2 and Keras Apply modern;
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