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Time Series Analysis by Ajit Singh
English | August 13, 2025 | ISBN: N/A | ASIN: B0FMFFGHJV | 273 pages | EPUB | 1.59 Mb
"Time Series Analysis: From Classical Methods to Modern Machine Learning" is a comprehensive, practical, and accessible guide for students and professionals seeking to master the art and science of forecasting. In today's data-driven world, the ability to analyze time-dependent data is a critical skill across industries-from finance and engineering to retail and climate science. This book provides a seamless learning pathway, taking you from the foundational principles of time series analysis to the cutting-edge of deep learning.

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Time Series Analysis with Spark: A practical guide to processing, modeling, and forecasting time series with Apache Spark
English | March 28, 2025 | ASIN: B0DSKKGGTR | 478 pages | EPUB (True) | 13.08 MB
Master the fundamentals of time series analysis with Apache Spark and Databricks and uncover actionable insights at scale Free with your book: DRM-free PDF version + access to Packt's next-gen Reader* Key Features Quickly get started with your first models and explore the potential of Generative AI Learn how to use Apache Spark and Databricks for scalable time series solutions Establish best practices to ensure success from development to production and beyond Purchase of the print or Kindle book includes a free PDF eBook Book Description Written by Databricks Senior Solutions Architect Yoni Ramaswami, whose expertise in Data and AI has shaped innovative digital transformations across industries, this comprehensive guide bridges foundational concepts of time series analysis with the Spark framework and Databricks, preparing you to tackle real-world challenges with confidence. From preparing and processing large-scale time series datasets to building reliable models, this book offers practical techniques that scale effortlessly for big data environments. You'll explore advanced topics such as scaling your analyses, deploying time series models into production, Generative AI, and leveraging Spark's latest features for cutting-edge applications across industries. Packed with hands-on examples and industry-relevant use cases, this guide is perfect for data engineers, ML engineers, data scientists, and analysts looking to enhance their expertise in handling large-scale time series data. By the end of this book, you'll have mastered the skills to design and deploy robust, scalable time series models tailored to your unique project needs-qualifying you to excel in the rapidly evolving world of big data analytics. *Email sign-up and proof of purchase required What you will learn Understand the core concepts and architectures of Apache Spark Clean and organize time series data Choose the most suitable modeling approach for your use case Gain expertise in building and training a variety of time series models Explore ways to leverage Apache Spark and Databricks to scale your models Deploy time series models in production Integrate your time series solutions with big data tools for enhanced analytics Leverage GenAI to enhance predictions and uncover patterns Who this book is for If you are a data engineer, ML engineer, data scientist, or analyst looking to enhance your skills in time series analysis with Apache Spark and Databricks, this book is for you. Whether you're new to time series or an experienced practitioner, this guide provides valuable insights and techniques to improve your data processing capabilities. A basic understanding of Apache Spark is helpful, but no prior experience with time series analysis is required. Table of Contents What Are Time Series Why Time Series Analysis? Introduction to Apache Spark End-to-End View of a Time Series Analysis Project Data Preparation Exploratory Data Analysis Building and Testing Models Going at Scale Going to Production Going Further with Apache Spark Recent Developments in Time Series Analysis

Timberline, U.S.A.: High-Country Encounters from California to Maine By Donald MacE Williams
2003 | 235 Pages | ISBN: 0874215714 | PDF | 2 MB
As a youth in Denver, Donald Mace Williams developed an affection for high mountain country. After a journalistic career spent mostly on flat lands, he set out to rediscover what was special about country above timberline. He hiked the high alpine in four of America's major ranges-the Rockies, Sierra Nevada, Cascades, and northern Appalachians-and in his narrative of his travels, he tells us what he saw and learned and who he met. Having visited some of these areas when younger, Williams compares his psychological and physical responses as an older man and how his ideas about how to treat the environment have evolved. A recurring theme is the compromises that people such as he make between the pull of mountains and freedom and the responsibilities of making a living in the lowlands. Mainly, he observes and experiences what is distinctive about the timberline environment. Throughout his book, Williams gently informs readers regarding timberline history, nature, weather, and archaeology; high altitude physiology; and environmental concerns. Frequently, he recounts encounters with interesting and varied people he meets on the trails: a young British hiking companion who has come back to Colorado to repeat a climb on which, a year previously, his two fellow climbers died; a pilot who climbs isolated peaks in the Sierra Nevada in search of bouillon-can scrolls signed by famous early mountaineers; a "Literate Farmer" who pauses on a mountain trail in Vermont to discuss Robert Frost.

Tian Tao Yoga: Die Perle der Selbstheilung und Langlebigkeit aus den Klöstern Chinas
Deutsch | 25 Dec. 2020 | ASIN: B09TSSMC28 | Pages not found | EPUB (True) | 10.93 MB
Tian Tao Yoga ist eine wirkungsvolle Zen-buddhistische Technik der Regeneration und Selbstheilung, welche in Chinas Klöstern heimlich bis zur Kulturrevolution ausgeübt wurde.Zu den Besonderheiten dieser sanften und doch kraftvollen Methode gehört, dass sie leicht zu erlernen ist und keine besondere Sportlichkeit oder Gelenkigkeit voraussetzt. Dieser Umstand ermöglicht es auch älteren oder in ihren Bewegungsmöglichkeiten eingeschränkten Menschen die Übungen zu praktizieren. Körper, Geist und Seele werden effektiv belebt und auf einer tiefen inneren Ebene ausgerichtet. Durch die auf die Erneuerung der Primär-Energie abzielenden Übungen werden oft verjüngende und regenerierende Prozesse im Praktizierenden in Gang gesetzt. Im vorliegenden Buch gibt Julia Kant einen Einblick in die Praxis, Philosophie und Geschichte der einst streng gehüteten Techniken. Sie berichtet über ihren eigenen Weg zu Tian Tao sowie über die erstaunlichen Erfahrungen vieler Praktizierender. Die mit zahlreichen Abbildungen vorgestellten Übungen können, wenn sie regelmäßig praktiziert werden, bereits profunde Wirkungen zeigen. Die Wirkungen von Tian Tao Yoga umfassen:Regeneration der WirbelsäuleTonisierung und Kräftigung des gesamten KörpersHarmonisieren der EmotionenAusgleich und Steigerung der GehirnfunktionErlangen tiefer meditativer ZuständeReduktion von Ängsten

Thucydides, Pericles, and Periclean Imperialism By Edith Foster
2010 | 256 Pages | ISBN: 0521192668 | PDF | 3 MB
In this book, Edith Foster compares Thucydides' narrative explanations and descriptions of the Peloponnesian War in books one and two of the History with the arguments about warfare and war materials offered by the Athenian statesman Pericles in those same books. In Thucydides' narrative presentations, she argues, the aggressive deployment of armed force is frequently unproductive or counter-productive, and even the threat to use armed force against others causes consequences that can be impossible for the aggressor to predict or contain. By contrast, Pericles' speeches demonstrate that he shared with many others figures in the History a mistaken confidence in the power, glory, and reliability of warfare and the instruments of force. Foster argues that Pericles does not speak for Thucydides, and that Thucydides should not be associated with Pericles' intransigent imperialism. On the contrary, Thucydides composed Pericles' speeches to expose his character and views to the reader, and he both introduced and surrounded them with narrative illustrations that contrast Pericles' claims.

Thucydides on Strategy: NEW EDITION: Grand Strategies in the Peloponnesian War and Their Relevance Today
English | 29 Jan. 2026 | ASIN: B0GJZVGNRP | 259 pages | EPUB (True) | 4.66 MB
Masterfully crafted and surprisingly modern, History of the Peloponnesian War has long been celebrated as an insightful, eloquent, and exhaustively detailed work of classical Greek history. The text is also remarkable for its deep political and military dimensions, and scholars have begun to place the work alongside Sun Tzu's The Art of War and Clausewitz's On War as one of the great treatises on strategy. The perfect companion to Thucydides' impressive History, this volume details the specific strategic concepts at work within the History of the Peloponnesian War and demonstrates, through case studies of recent conflicts in Kosovo, Afghanistan, and Iraq, the continuing relevance of Thucydidean thought to an analysis and planning of strategic operations. Some have even credited Thucydides with founding the discipline of international relations. Written by two scholars with extensive experience in this and related fields, Thucydides on Strategy situates the classical historian solidly in the modern world of war.

Time Series Analysis

Time Series Analysis with Spark A practical guide to processing, modeling, and forecasting time series with Apache Spark

Timberline, U.S.A. High-Country Encounters from California to Maine

Tide of Empires Decisive Naval Campaigns in the Rise of the West 1654-1763 Volume II

Tian Tao Yoga Die Perle der Selbstheilung und Langlebigkeit aus den Klöstern Chinas

Thucydides, Pericles, and Periclean Imperialism

Thucydides on Strategy NEW EDITION Grand Strategies in the Peloponnesian War and Their Relevance Today

Through the Lens The Pandemic and Black Lives Matter

Through a Glass, Darkly (The Mermaid Collection)

Throne of Blood (BFI Film Classics)