Machine Learning for Time-Series with Python

Get better insights from time-series data and become proficient in model performance analysis Key Features * Explore popular and modern machine learning methods including the latest online and deep learning algorithms * Learn to increase the accuracy of your predictions by matching the right model with the right problem * Master time series via real-world case studies on operations management, digital marketing, finance, and healthcareBook DescriptionThe Python time-series ecosystem is huge and often quite hard to get a good grasp on, especially for time-series since there are so many new libraries and new models. This book aims to deepen your understanding of time series by providing a comprehensive overview of popular Python time-series packages and help you build better predictive systems. Machine Learning for Time-Series with Python starts by re-introducing the basics of time series and then builds your understanding of traditional autoregressive models as well as modern