Tag: Predictive

XGBoost for Regression Predictive Modeling and Time Series Analysis


Free Download XGBoost for Regression Predictive Modeling and Time Series Analysis: Learn how to build, evaluate, and deploy predictive models with expert guidance by Partha Pritam DekaJoyce Weiner
English | December 13th, 2024 | ISBN: 180512305X | 308 pages | True PDF | 9.98 MB
Master the art of predictive modeling with XGBoost and gain hands-on experience in building powerful regression, classification, and time series models using the XGBoost Python API

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Predictive Maintenance Leveraging Data and Analytics for Optimal Equipment Performance


Free Download Predictive Maintenance: Leveraging Data and Analytics for Optimal Equipment Performance by May Sherry
English | September 7, 2024 | ISBN: N/A | ASIN: B0DF1B3RSC | 100 pages | EPUB | 1.31 Mb
Unlock the power of predictive maintenance with this comprehensive guide, designed for professionals and enthusiasts alike. Predictive Maintenance: Leveraging Data and Analytics for Optimal Equipment Performance delves into the cutting-edge techniques and technologies transforming how industries maintain and optimize their equipment.

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Data Analytics and Artificial Intelligence for Predictive Maintenance in Smart Manufacturing


Free Download Data Analytics and Artificial Intelligence for Predictive Maintenance in Smart Manufacturing (Advances in Intelligent Decision-Making, Systems Engineering, and Project Management) by Amit Kumar Tyagi, Shrikant Tiwari, Gulshan Soni
English | October 23, 2024 | ISBN: 1032769521 | 418 pages | MOBI | 15 Mb
Today, in this smart era, data analytics and artificial intelligence (AI) play an important role in predictive maintenance (PdM) within the manufacturing industry. This innovative approach aims to optimize maintenance strategies by predicting when equipment or machinery is likely to fail so that maintenance can be performed just in time to prevent costly breakdowns. This book contains up-to-date information on predictive maintenance and the latest advancements, trends, and tools required to reduce costs and save time for manufacturers and industries.

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Probability Designs Literature and Predictive Processing


Free Download Karin Kukkonen, "Probability Designs: Literature and Predictive Processing "
English | ISBN: 0190050950 | 2020 | 240 pages | PDF | 5 MB
In Probability Designs, Karin Kukkonen proposes a new perspective on the complex role of predictions and probabilities in the dynamics of literary narrative. Predictive processing, an emerging account of cognition in neuroscience, psychology, and philosophy, provides the theoretical backdrop for an investigation of how literary texts shape readers’ expectations and experience. Through deft analysis of the literary canon in a variety of cultures and languages, she constructs a comprehensive model of probability in a novel’s Descriptions, immersive appeal, and potential for reflection. Linking predictive processing to the idea that culture and cognition always develop in tandem, Kukkonen then sketches a place for literature and literary form in this exchange – a mode of exploratory thinking that takes language and writing to the next level.

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Predictive Statistical Mechanics A Nonequilibrium Ensemble Formalism


Free Download Predictive Statistical Mechanics: A Nonequilibrium Ensemble Formalism By Roberto Luzzi, Áurea R. Vasconcellos, J. Galvão Ramos (auth.)
2002 | 304 Pages | ISBN: 9048159636 | PDF | 27 MB
Chapters 1 to 5 include a description of the philosophy, foundations, and construction (methodology) of the formalism, including the derivation of a nonequilibrium grand-canonical ensemble for far-from-equilibrium systems as well as the derivation of a quantum nonlinear kinetic theory and a response function theory together with a theory of scattering. In chapter 6 applications of the theory are cataloged, making comparisons with experimental data (a basic step for the validation of any theory). Chapter 7 is devoted to the description of irreversible thermodynamics, providing a far-reaching generalization of Informational-Statistical Thermodynamics. The last chapter gives an overall picture of the formalism, and questions and criticisms related to it are discussed.

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Intelligent Techniques for Predictive Data Analytics


Free Download Intelligent Techniques for Predictive Data Analytics by Neha Singh, Shilpi Birla, Mohd Dilshad Ansari
English | July 18, 2024 | ISBN: 1394227965 | 272 pages | MOBI | 4.77 Mb
Comprehensive resource covering tools and techniques used for predictive analytics with practical applications across various industries

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SAP Analytics Cloud Predictive Analytics (SAP PRESS)


Free Download SAP Analytics Cloud: Predictive Analytics (SAP PRESS) by Antoine Chabert, David Serre
English | March 27, 2024 | ISBN: 1493224786 | 315 pages | MOBI | 13 Mb
Today’s organizations must be prepared for tomorrow’s events. Forecast future behavior in SAP Analytics Cloud with this comprehensive guide to predictive analytics! Start by learning about the data types, scenarios, and methods used in predictive analytics projects. Then follow step-by-step instructions to build, analyze, and apply predictive models to your business data using classification, time series forecasting, and regression analysis. Automate your models and dive into the data science with this all-in-one guide!Learn to use SAP Analytics Cloud for predictive analyticsBuild time series, classification, and regression modelsEnrich SAP Analytics Cloud stories and planning processes with predictive models

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