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Product image for Handbook of Anomaly Detection: Cutting-edge Methods and Hands-On Code Examples

Handbook of Anomaly Detection: Cutting-edge Methods and Hands-On Code Examples

This second edition is meticulously designed to equip you with the knowledge and skills necessary to excel in this crucial area. It offers a wide range of supervised and unsupervised-learning techniques specialized in anomaly detection. The wealth of visualizations explains not just the ‘how’ but also the ‘why’ behind each method. It includes 200+ Q&As for beginners and seasonable professionals to showcase your knowledge in your next job opportunity.

Digital file•1 file•By Chris Kuo

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Product image for Modern Time Series Forecasting Techniques For Predictive Analytics and Anomaly Detection

Modern Time Series Forecasting Techniques For Predictive Analytics and Anomaly Detection

WHAT THIS BOOK COVERS This book organizes time series models and applications into six meticulously crafted parts. Each part equips you with the knowledge and skills to conduct time series forecasting and anomaly detection. The six parts are: 1: From Prophet to NeuralProphet 2: Getting Probabilistic Forecasts 3: Autoregressive-based Time Series Techniques 4: Tree-based Time Series Techniques 5: Deep into Deep learning-based Time Series Techniques 6: Transformer-based Time Series Techniques

Digital file•1 file•By Chris Kuo

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Product image for Welcome to the Introduction to Statistics with Python: The Essential Guide to Data Analysis and Visualization for Aspiring Data Scientists

Welcome to the Introduction to Statistics with Python: The Essential Guide to Data Analysis and Visualization for Aspiring Data Scientists

Master Statistics with Python—From Beginner to Advanced Introduction to Statistics with Python is your comprehensive guide to understanding statistics through hands-on coding and real-world application. Designed for aspiring data scientists, this book takes you from foundational concepts to advanced techniques—all using Python.

Digital file•1 file•By Chris Kuo

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