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statistical and traditional machine learning methods for anomaly detection using Scikit-Learn in Python, the book then provides an introduction to;
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Discover key information buried in the noise of data by learning a variety of anomaly detection techniques and using the Python programming;
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and situational assessment using deep learning for anomalous detection, and how methods developed in one area can be applied in applications;
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Accurate Anomaly Detection Using Correlation-Based Time-Series Analysis; Presents the design of a changepoint-based anomaly detector; Includes;
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Accurate Anomaly Detection Using Correlation-Based Time-Series Analysis; Presents the design of a changepoint-based anomaly detector; Includes;
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OpenCV using Python. You will also be able to create deep learning models with CNN and RNN and understand how these cutting-edge deep learning;
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Discover key information buried in the noise of data by learning a variety of anomaly detection techniques and using the Python programming;
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application of artificial intelligence and deep learning techniques using the popular Python libraries TensorFlow, and Keras. By the end of this book;
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near impossible for humans to uncover. Author Ankur Patel shows you how to apply unsupervised learning using two simple, production-ready;
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enhancement, filtering, segmentation, object detection, and classification. We will be able to use machine learning models using the scikit-learn;
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Harness the power of Python to develop data mining applications, analyze data, delve into machine learning, explore object detection using;
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detection system. It offers a thorough introduction to the state of the art in network anomaly detection using machine learning approaches and;
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required for deep learning applications. Deep Learning with Applications Using Python covers topics such as chatbots, natural language processing;
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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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solve real-world image processing problems Key Features Discover solutions to complex image processing tasks using Python tools such as scikit;
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"typical day analysis". A new information-theory based technique for traffic anomaly detection (typical day analysis)
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Every other day we hear about new ways to put deep learning to good use: improved medical imaging, accurate credit card fraud detection;
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from text. This deep learning book will also guide you through performing anomaly detection on unsupervised data and help you set up neural;
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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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>Covers extraction (Anomaly Detection) Illustrates new, scalable and reliable processing techniques based on IoT stream technologies
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This book will teach you how to build recommender systems with machine learning algorithms using Python. Recommender systems have become an;
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This book will teach you how to build recommender systems with machine learning algorithms using Python. Recommender systems have become an;
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Cook The bestseller revised! Deep Learning with Python, Second Edition is a comprehensive introduction to the field of deep learning using;
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learning regression-based models for trading strategies, derivative pricing, and portfolio management Supervised learning classification-based;
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Most businesses are far more interested in accurate forecasting and fraud detection using their existing structured datasets than;
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Unlock modern machine learning and deep learning techniques with Python by using the latest cutting-edge open source Python libraries;
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