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learning process with one-shot learning Use Python and PyTorch to build state-of-the-art one-shot learning models Explore architectures such as;
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content that will help you get started with deep learning. This book is designed to help you if you're a beginner looking to work on deep learning;
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Get to grips with the essentials of deep learning by leveraging the power of Python Key Features Your one-stop solution to get started with;
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Start with the basics of reinforcement learning and explore deep learning concepts such as deep Q-learning, deep recurrent Q-networks, and;
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Inside this book you will find all the basic notions to start with Python and all the programming concepts to build machine learning;
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, and references for further reading. An early chapter is devoted to Tensorflow and its interface with Python, the widely used programming;
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learning engineers with basic knowledge and understanding of Python programming, probability theories, and predictive analytics;
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approach to dealing with real-world machine learning and deep learning tasks. With the help of over 100 recipes, you will learn to build powerful;
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comprehensive overview of popular Python time-series packages and help you build better predictive systems. Machine Learning for Time-Series with;
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is suitable for anyone with an undergraduate-level exposure to probability, statistics, or machine learning and with rudimentary knowledge of Python;
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is suitable for anyone with an undergraduate-level exposure to probability, statistics, or machine learning and with rudimentary knowledge of Python;
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foundation in neural networks and deep learning with Python libraries Explore advanced deep learning techniques and their applications across;
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applications using popular Python libraries such as TensorFlow and Keras. This book will help you master state-of-the-art, deep learning algorithms and;
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focus of this book is on basic programming instructions used in machine learning and deep learning. Includes companion files with source code;
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will learn, by example, how to perform GPU programming with Python, and you'll look at using integrations such as PyCUDA, PyOpenCL, CuPy and;
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networks using the Python ecosystem Key Features Get to grips with building faster and more robust deep learning architectures Investigate and;
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cases. Basic working knowledge of the Python programming language and machine learning concepts will help you to work with code effectively;
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feed state-of-the-art deep learning models Create pipelined state-of-the-art deep learning models with clean and reliable Python code;
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Python makes machine learning easy for beginners and experienced developers With computing power increasing exponentially and costs;
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Includes implementation of machine learning models in R Help the analysts and developers to work efficiently with emerging technologies such as;
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This book introduces reinforcement learning with mathematical theory and practical examples from quantitative finance using the TensorFlow;
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intelligence. Hands-On Reinforcement learning with Python will help you master not only the basic reinforcement learning algorithms but also the;
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learning concepts, linear algebra and Python will help.;
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Deep Learning for Complete Beginners: A Python-Based Introduction is for complete beginners in machine learning. It introduces fundamental;
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in working with Python in Jupyter Notebooks, you'll dive into what TensorFlow is, how it helps machine learning enthusiasts, and how to tackle the;
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This book provides a complete illustration of deep learning concepts with case-studies and practical examples useful for real time;
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