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1.
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S 52
Sfarti, Adrian,.
Relativistic forces in special and general relativity / / Adrian Sfarti. - Newcastle-upon-Tyne : : Cambridge Scholars Publisher,, 2022. - 1 online resource (331 pages) : : il. - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/DA00C8A1-BE02-4872-8F5C-C337843CB113. - ISBN 9781527578524 (ebook). - ISBN 1527578526 (ebook)
Description based on print version record.
Параллельные издания: Print version: : Sfarti, Adrian Relativistic Forces in Special and General Relativity. - Newcastle-upon-Tyne : Cambridge Scholars Publisher,c2022. - ISBN 9781527577602
Содержание:
Intro -- Dedication -- Contents -- Preface -- Covariant Treatment of Collisions in Particle Physics -- Conservation Laws for Plasma Systems -- Practical and Theoretical Methods for Determining the Trajectories for Particles Involved in Elastic Collisions -- Relativistic Reflection Laws for Arbitrary Direction Boosts -- The General Trajectories of Accelerated Particles in Special Relativity -- The Paradoxical Case of Force-Acceleration Transformation in Relativity -- Lorentz Covariant Formulation for the Laws of Physics -- Particle and Elastic Body Dynamics
Coordinate Time Hyperbolic Motion Treatment for Bell's Spaceship Experiment -- Rotating Frames Experiment for Direct Determination of Relativistic Length Contraction -- Special Relativity Experiments Explained from the Perspective of the Rotating Frame -- The Relativistic Trajectory of a Charged Particle in the Magnetic Field of an Infinite Length Current Carrying Wire -- The Compton Scattering Experiment -- the Electron Point of View -- The Lorentz Force in Accelerated Frames -- Relativistic Dynamics and Electrodynamics in Uniformly Accelerated and in Uniformly Rotating Frames
Relativistic Dynamics and Electrodynamics in Uniformly Accelerated and Uniformly Rotating Frames -- Generalization of Coordinate Transformations between Accelerated and Inertial Frames -- Generalization of the Thomas-Wigner Rotation to Uniformly Accelerating Boosts -- The Relativistic Cyclotron Radiation in the Circular Rotating Frame of the Moving Heavy Particle -- Relativistic d'Alembert Force in Uniformly Accelerating Frames -- Relativistic Fictitious Forces from the Perspective of the Accelerated Rotating Platform
Relativistic Fictitious Forces in Accelerated Rotating Frames of Reference -- Was Galileo Right? -- The Two Test Probe Chase -- Application of the Euler Lagrange Formalism for Determining the Equation of Motion in the Case of Radial Fall into a Non-Rotating, Charged Black Hole -- The Two Test Probe Chase to the Event Horizon of a Charged, Non-Rotating Black Hole -- Euler-Lagrange Solution for Calculating Particle Orbits in Gravitational Fields -- "Beyond Gravitoelectromagnetism: Critical Speed in Gravitational Motion" by B. Mashhoon
~РУБ DDC 530.11
Рубрики: Special relativity (Physics)
General relativity (Physics)
Force and energy.
Relativity physics.
Physics.
Mathematical physics.
Аннотация: This book presents a generalization of transforms from the frames co-moving with an accelerated particle for uniform circular or linear motion into an inertial frame of reference. The solutions presented here will be of great interest for real-time applications because earth-bound laboratories are inertial only in approximation. The motivation behind this is that real life applications include accelerating and rotating frames with arbitrary orientations more often than the idealized case of inertial frames. The book is divided into three main sections: the first deals with the theory of dynami.
S 52
Sfarti, Adrian,.
Relativistic forces in special and general relativity / / Adrian Sfarti. - Newcastle-upon-Tyne : : Cambridge Scholars Publisher,, 2022. - 1 online resource (331 pages) : : il. - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/DA00C8A1-BE02-4872-8F5C-C337843CB113. - ISBN 9781527578524 (ebook). - ISBN 1527578526 (ebook)
Description based on print version record.
Параллельные издания: Print version: : Sfarti, Adrian Relativistic Forces in Special and General Relativity. - Newcastle-upon-Tyne : Cambridge Scholars Publisher,c2022. - ISBN 9781527577602
Содержание:
Intro -- Dedication -- Contents -- Preface -- Covariant Treatment of Collisions in Particle Physics -- Conservation Laws for Plasma Systems -- Practical and Theoretical Methods for Determining the Trajectories for Particles Involved in Elastic Collisions -- Relativistic Reflection Laws for Arbitrary Direction Boosts -- The General Trajectories of Accelerated Particles in Special Relativity -- The Paradoxical Case of Force-Acceleration Transformation in Relativity -- Lorentz Covariant Formulation for the Laws of Physics -- Particle and Elastic Body Dynamics
Coordinate Time Hyperbolic Motion Treatment for Bell's Spaceship Experiment -- Rotating Frames Experiment for Direct Determination of Relativistic Length Contraction -- Special Relativity Experiments Explained from the Perspective of the Rotating Frame -- The Relativistic Trajectory of a Charged Particle in the Magnetic Field of an Infinite Length Current Carrying Wire -- The Compton Scattering Experiment -- the Electron Point of View -- The Lorentz Force in Accelerated Frames -- Relativistic Dynamics and Electrodynamics in Uniformly Accelerated and in Uniformly Rotating Frames
Relativistic Dynamics and Electrodynamics in Uniformly Accelerated and Uniformly Rotating Frames -- Generalization of Coordinate Transformations between Accelerated and Inertial Frames -- Generalization of the Thomas-Wigner Rotation to Uniformly Accelerating Boosts -- The Relativistic Cyclotron Radiation in the Circular Rotating Frame of the Moving Heavy Particle -- Relativistic d'Alembert Force in Uniformly Accelerating Frames -- Relativistic Fictitious Forces from the Perspective of the Accelerated Rotating Platform
Relativistic Fictitious Forces in Accelerated Rotating Frames of Reference -- Was Galileo Right? -- The Two Test Probe Chase -- Application of the Euler Lagrange Formalism for Determining the Equation of Motion in the Case of Radial Fall into a Non-Rotating, Charged Black Hole -- The Two Test Probe Chase to the Event Horizon of a Charged, Non-Rotating Black Hole -- Euler-Lagrange Solution for Calculating Particle Orbits in Gravitational Fields -- "Beyond Gravitoelectromagnetism: Critical Speed in Gravitational Motion" by B. Mashhoon
Рубрики: Special relativity (Physics)
General relativity (Physics)
Force and energy.
Relativity physics.
Physics.
Mathematical physics.
Аннотация: This book presents a generalization of transforms from the frames co-moving with an accelerated particle for uniform circular or linear motion into an inertial frame of reference. The solutions presented here will be of great interest for real-time applications because earth-bound laboratories are inertial only in approximation. The motivation behind this is that real life applications include accelerating and rotating frames with arbitrary orientations more often than the idealized case of inertial frames. The book is divided into three main sections: the first deals with the theory of dynami.
2.
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D 29
DeBruyne, David A. ,
Quantum Mechanics I : : A Problem Text / / David DeBruyne, Larry B. Sorensen. - 2478/9783110627756. - Warsaw ; ; Berlin : : Sciendo,, ©2018. - 1 online resource ( час. мин.), 2478/9783110627756. - In English. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/EEC71512-7DD7-45A4-8B98-B5DE883325B5. - ISBN 3110627752. - ISBN 9783110627756 (electronic bk.)
Description based on online resource; title from PDF title page (publisher's Web site, viewed 07. Dez 2018).
Параллельные издания: Print version: :
~РУБ DDC 530.12
Рубрики: Quantum theory.
mathematical physics.
problem text.
Quantum mechanics.
quantum physics.
quantum theory.
Technology & Engineering / General.
Аннотация: The goal of Quantum Mechanics I, A Problem Text, is to enable students to solve problems appropriate to their first course in quantum mechanics. Significantly detailed solutions to traditionally posed problems dominate. Theory and rationale are addressed in prescript and postscript narratives and/or within the solved problems to guide students; and clarify vocabulary, symbology, and terminology. Applications of the postulates are presented initially using arguments from linear algebra appropriate to discrete systems with low-dimensional vectors and matrix operators, introducing orthogonality, orthonormality, Hermiticity, eigenvectors, eigenvalues, probability, expectation value, and degeneracy. These arguments blend into infinite-dimensional vectors and operators, and calculus-based arguments for continuous systems where delta functions, theta functions, and Fourier transforms are initially discussed. Dirac notation is fully developed within these first five chapters. Chapter six discusses Ehrenfest's theorem, the Heisenberg uncertainty relations, and Gaussian wave functions and wave packets. Increasingly sophisticated potential energy functions are then treated to include the free particle, the infinite square well, the one-dimensional scattering state, the simple harmonic oscillator, the finite square well, orbital angular momentum, and the hydrogen atom. Ladder operators are featured in the developments of the simple harmonic oscillator and orbital angular momentum. The diversity of narratives and detailed solutions intend to allow students to solve comparable unsolved exercises at the end of each chapter/section whether used as a primary text, a supplementary text, or for self-study. Buy this book on degruyter.com‹https://www.degruyter.com/view/product/512873›
Доп.точки доступа:
Sorensen, Larry, \author.\
D 29
DeBruyne, David A. ,
Quantum Mechanics I : : A Problem Text / / David DeBruyne, Larry B. Sorensen. - 2478/9783110627756. - Warsaw ; ; Berlin : : Sciendo,, ©2018. - 1 online resource ( час. мин.), 2478/9783110627756. - In English. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/EEC71512-7DD7-45A4-8B98-B5DE883325B5. - ISBN 3110627752. - ISBN 9783110627756 (electronic bk.)
Description based on online resource; title from PDF title page (publisher's Web site, viewed 07. Dez 2018).
Параллельные издания: Print version: :
Рубрики: Quantum theory.
mathematical physics.
problem text.
Quantum mechanics.
quantum physics.
quantum theory.
Technology & Engineering / General.
Аннотация: The goal of Quantum Mechanics I, A Problem Text, is to enable students to solve problems appropriate to their first course in quantum mechanics. Significantly detailed solutions to traditionally posed problems dominate. Theory and rationale are addressed in prescript and postscript narratives and/or within the solved problems to guide students; and clarify vocabulary, symbology, and terminology. Applications of the postulates are presented initially using arguments from linear algebra appropriate to discrete systems with low-dimensional vectors and matrix operators, introducing orthogonality, orthonormality, Hermiticity, eigenvectors, eigenvalues, probability, expectation value, and degeneracy. These arguments blend into infinite-dimensional vectors and operators, and calculus-based arguments for continuous systems where delta functions, theta functions, and Fourier transforms are initially discussed. Dirac notation is fully developed within these first five chapters. Chapter six discusses Ehrenfest's theorem, the Heisenberg uncertainty relations, and Gaussian wave functions and wave packets. Increasingly sophisticated potential energy functions are then treated to include the free particle, the infinite square well, the one-dimensional scattering state, the simple harmonic oscillator, the finite square well, orbital angular momentum, and the hydrogen atom. Ladder operators are featured in the developments of the simple harmonic oscillator and orbital angular momentum. The diversity of narratives and detailed solutions intend to allow students to solve comparable unsolved exercises at the end of each chapter/section whether used as a primary text, a supplementary text, or for self-study. Buy this book on degruyter.com‹https://www.degruyter.com/view/product/512873›
Доп.точки доступа:
Sorensen, Larry, \author.\
3.
Подробнее
L 31
Lara, Martín,.
Hamiltonian perturbation solutions for spacecraft orbit prediction : : the method of Lie transforms / / Martín Lara. - Berlin ; ; Boston : : Walter de Gruyter GmbH,, [2021]. - 1 online resource (394 pages). - (De Gruyter Studies in Mathematical Physics ; ; volume 54). - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/8BD6B5D0-4C91-42F9-B5EC-95F0CC997D42. - ISBN 9783110668513 (electronic book). - ISBN 3110668513 (electronic book). - ISBN 9783110667325 (electronic bk.). - ISBN 3110667320 (electronic bk.)
Description based upon print version of record. Description based on online resource; title from digital title page (viewed on June 01, 2021).
Параллельные издания: Print version: : Lara, Martín Hamiltonian Perturbation Solutions for Spacecraft Orbit Prediction. - Berlin/Boston : Walter de Gruyter GmbH,c2021
~РУБ DDC 629.41
Рубрики: Orbital mechanics--Mathematics.
Perturbation (Mathematics)
Hamilton-Jacobi-Differentialgleichung.
Störungstheorie.
Umlaufbahn.
SCIENCE / Space Science.
Аннотация: Analytical solutions to the orbital motion of celestial objects have been nowadays mostly replaced by numerical solutions, but they are still irreplaceable whenever speed is to be preferred to accuracy, or to simplify a dynamical model. In this book, the most common orbital perturbations problems are discussed according to the Lie transforms method, which is the de facto standard in analytical orbital motion calculations.
L 31
Lara, Martín,.
Hamiltonian perturbation solutions for spacecraft orbit prediction : : the method of Lie transforms / / Martín Lara. - Berlin ; ; Boston : : Walter de Gruyter GmbH,, [2021]. - 1 online resource (394 pages). - (De Gruyter Studies in Mathematical Physics ; ; volume 54). - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/8BD6B5D0-4C91-42F9-B5EC-95F0CC997D42. - ISBN 9783110668513 (electronic book). - ISBN 3110668513 (electronic book). - ISBN 9783110667325 (electronic bk.). - ISBN 3110667320 (electronic bk.)
Description based upon print version of record. Description based on online resource; title from digital title page (viewed on June 01, 2021).
Параллельные издания: Print version: : Lara, Martín Hamiltonian Perturbation Solutions for Spacecraft Orbit Prediction. - Berlin/Boston : Walter de Gruyter GmbH,c2021
Рубрики: Orbital mechanics--Mathematics.
Perturbation (Mathematics)
Hamilton-Jacobi-Differentialgleichung.
Störungstheorie.
Umlaufbahn.
SCIENCE / Space Science.
Аннотация: Analytical solutions to the orbital motion of celestial objects have been nowadays mostly replaced by numerical solutions, but they are still irreplaceable whenever speed is to be preferred to accuracy, or to simplify a dynamical model. In this book, the most common orbital perturbations problems are discussed according to the Lie transforms method, which is the de facto standard in analytical orbital motion calculations.
4.
Подробнее
U 73
Urbinati, Nadia, (1955-).
Me the people : : how populism transforms democracy / / Nadia Urbinati. - Cambridge, Massachusetts : : Harvard University Press,, 2019. - 1 online resource. - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/773B4F26-0498-4962-B1AB-BF5668848D27. - ISBN 9780674243576 (electronic bk.). - ISBN 0674243579 (electronic bk.)
Online resource ; title from PDF title page (EBSCO ; viewed June 28, 2019)
Содержание:
Introduction: A new form of representative government -- From antiestablishment to antipolitics -- The true people and its majority -- The leader beyond parties -- Direct representation -- Epilogue: A dead end?.
~РУБ DDC 321.8
Рубрики: Democracy.
Populism.
Representative government and representation.
Democracy.
Populism.
Representative government and representation.
POLITICAL SCIENCE / History & Theory
Аннотация: In this study of populist politics, Nadia Urbinati argues that populism is best understood as a new form of representative government, based on an unmediated relationship between a leader and those in society whom the leader defines as the "true" people. Leaders of oppositional populist movements gain popularity by taking advantage of a discontent with rule by political elites. Party elites are cast as a homogenous political class who favor their own interests at the expense of ordinary people. Populist leaders who attain office thus face the following puzzle: they must exercise political power without themselves appearing to become part of the political elite. To solve this puzzle, Urbinati argues, populist rulers claim to represent the people by a process of embodiment or incarnation. This form of "direct representation" allows the populist leader both to bypass intermediary bodies, such as political parties, and to avoid any claims of accountability or responsibility. The populist dependence on the will of the leader, along with its willingness to exclude minorities from consideration, renders populist forms of democracy inherently unstable and opens a path to authoritarianism.--
U 73
Urbinati, Nadia, (1955-).
Me the people : : how populism transforms democracy / / Nadia Urbinati. - Cambridge, Massachusetts : : Harvard University Press,, 2019. - 1 online resource. - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/773B4F26-0498-4962-B1AB-BF5668848D27. - ISBN 9780674243576 (electronic bk.). - ISBN 0674243579 (electronic bk.)
Online resource ; title from PDF title page (EBSCO ; viewed June 28, 2019)
Содержание:
Introduction: A new form of representative government -- From antiestablishment to antipolitics -- The true people and its majority -- The leader beyond parties -- Direct representation -- Epilogue: A dead end?.
Рубрики: Democracy.
Populism.
Representative government and representation.
Democracy.
Populism.
Representative government and representation.
POLITICAL SCIENCE / History & Theory
Аннотация: In this study of populist politics, Nadia Urbinati argues that populism is best understood as a new form of representative government, based on an unmediated relationship between a leader and those in society whom the leader defines as the "true" people. Leaders of oppositional populist movements gain popularity by taking advantage of a discontent with rule by political elites. Party elites are cast as a homogenous political class who favor their own interests at the expense of ordinary people. Populist leaders who attain office thus face the following puzzle: they must exercise political power without themselves appearing to become part of the political elite. To solve this puzzle, Urbinati argues, populist rulers claim to represent the people by a process of embodiment or incarnation. This form of "direct representation" allows the populist leader both to bypass intermediary bodies, such as political parties, and to avoid any claims of accountability or responsibility. The populist dependence on the will of the leader, along with its willingness to exclude minorities from consideration, renders populist forms of democracy inherently unstable and opens a path to authoritarianism.--
5.
Подробнее
L 63
Lewis, (Benjamin Joseph),.
Oswald Spengler and the politics of decline / / Ben Lewis. - New York : : Berghahn Books,, ©2022. - 1 online resource (ix, 201 pages). - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/5CA3DFA6-EF3F-4149-8468-08D3C572D75B. - ISBN 1800735758 (electronic book). - ISBN 9781800735750 (electronic bk.)
Description based on online resource; title from digital title page (viewed on July 28, 2022).
Параллельные издания: Print version: : Lewis, Ben Oswald Spengler and the politics of decline. - New York : Berghahn Books, 2022. - ISBN 9781800735743
~РУБ DDC 901
Аннотация: "Oswald Spengler was one of the most important thinkers of the Weimar Republic. In Oswald Spengler and the Politics of Decline, Ben Lewis completely transforms our understanding of Spengler by showing how well-connected this philosopher was and how, at every stage of his career, he attempted to intervene politically in the very real-life events unfolding around him. The volume explains Spengler's politics as the outcome of a dynamic interplay between his meta-historical considerations on world history on the one hand, and the practical demands and considerations of Realpolitik on the other hand"--
Доп.точки доступа:
Spengler, Oswald,
L 63
Lewis, (Benjamin Joseph),.
Oswald Spengler and the politics of decline / / Ben Lewis. - New York : : Berghahn Books,, ©2022. - 1 online resource (ix, 201 pages). - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/5CA3DFA6-EF3F-4149-8468-08D3C572D75B. - ISBN 1800735758 (electronic book). - ISBN 9781800735750 (electronic bk.)
Description based on online resource; title from digital title page (viewed on July 28, 2022).
Параллельные издания: Print version: : Lewis, Ben Oswald Spengler and the politics of decline. - New York : Berghahn Books, 2022. - ISBN 9781800735743
Аннотация: "Oswald Spengler was one of the most important thinkers of the Weimar Republic. In Oswald Spengler and the Politics of Decline, Ben Lewis completely transforms our understanding of Spengler by showing how well-connected this philosopher was and how, at every stage of his career, he attempted to intervene politically in the very real-life events unfolding around him. The volume explains Spengler's politics as the outcome of a dynamic interplay between his meta-historical considerations on world history on the one hand, and the practical demands and considerations of Realpolitik on the other hand"--
Доп.точки доступа:
Spengler, Oswald,
6.
Подробнее
L 66
Li, HaiSheng, (1974-).
Examining quantum algorithms for quantum image processing / / HaiSheng Li. - Hershey, PA : : Engineering Science Reference, an imprint of IGI Global,, [2021]. - 1 online resource (xviii, 336 pages) : : il. - (Advances in computer and electrical engineering (ACEE) book series). - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/ADCABDF2-EB53-4369-BAAF-6635C744D2FB. - ISBN 9781799838012 (electronic book). - ISBN 1799838013 (electronic book). - ISBN 1799838005 (electronic book). - ISBN 9781799838005 (electronic bk.)
"Premier Reference Source" -- taken from front cover. Description based on online resource; title from digital title page (viewed on October 01, 2020).
Параллельные издания: Print version: : Li, HaiSheng, 1974- Examining quantum algorithms for quantum image processing. - Hershey, PA : Engineering Science Reference, an imprint of IGI Global, [2020]. - ISBN 9781799837992
Содержание:
Chapter 1. Fundamentals of quantum computation -- Chapter 2. The storage and retrieval technologies of quantum images -- Chapter 3. Quantum geometric transformations -- Chapter 4. Quantum fourier transforms -- Chapter 5. Quantum wavelet transforms -- Chapter 6. Quantum wavelet packet transforms -- Chapter 7. Quantum image segmentation algorithms.
~РУБ DDC 006.3/843
Рубрики: Image processing--Mathemaics.
Quantum optics.
Quantum computing.
Algorithms.
Algorithms.
Quantum computing.
Quantum optics.
Аннотация: "This book provides a comprehensive introduction to quantum image algorithms to establish frameworks of quantum image processing"--
L 66
Li, HaiSheng, (1974-).
Examining quantum algorithms for quantum image processing / / HaiSheng Li. - Hershey, PA : : Engineering Science Reference, an imprint of IGI Global,, [2021]. - 1 online resource (xviii, 336 pages) : : il. - (Advances in computer and electrical engineering (ACEE) book series). - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/ADCABDF2-EB53-4369-BAAF-6635C744D2FB. - ISBN 9781799838012 (electronic book). - ISBN 1799838013 (electronic book). - ISBN 1799838005 (electronic book). - ISBN 9781799838005 (electronic bk.)
"Premier Reference Source" -- taken from front cover. Description based on online resource; title from digital title page (viewed on October 01, 2020).
Параллельные издания: Print version: : Li, HaiSheng, 1974- Examining quantum algorithms for quantum image processing. - Hershey, PA : Engineering Science Reference, an imprint of IGI Global, [2020]. - ISBN 9781799837992
Содержание:
Chapter 1. Fundamentals of quantum computation -- Chapter 2. The storage and retrieval technologies of quantum images -- Chapter 3. Quantum geometric transformations -- Chapter 4. Quantum fourier transforms -- Chapter 5. Quantum wavelet transforms -- Chapter 6. Quantum wavelet packet transforms -- Chapter 7. Quantum image segmentation algorithms.
Рубрики: Image processing--Mathemaics.
Quantum optics.
Quantum computing.
Algorithms.
Algorithms.
Quantum computing.
Quantum optics.
Аннотация: "This book provides a comprehensive introduction to quantum image algorithms to establish frameworks of quantum image processing"--
7.
Подробнее
T 82
Transcultural images in Hollywood cinema : : debates on migration, identity, and finance / / edited by Uğur Baloğlu and Yıldız Derya Birincioğlu. - Lanham, [Maryland] : : Lexington Books,, 2021. - 1 online resource. - (Communication, Globalization, and Cultural Identity). - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/F80F9614-B077-404F-A23A-162CC5AC9C61. - ISBN 9781793648983 (epub). - ISBN 1793648980
Description based on print version record and CIP data provided by publisher; resource not viewed.
Параллельные издания: Print version: : Transcultural images in Hollywood cinema. - Lanham, [Maryland] : Lexington Books, 2021. - ISBN 9781793648976
Содержание:
Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Contents -- Introduction -- Part I: Transnational Finance and Their Reflections -- Chapter 1: Globalizing Legendary Entertainment: Transnational Finance Meets Transculturality -- Transnational Capital, Transcultural Content -- Legendary: From Investment Firm to Chinese Subsidiary -- The Great Wall -- Pacific Rim: Uprising (2018) -- Conclusion -- Notes -- Bibliography -- Chapter 2: New Heroes in Transnational Hollywood: An Attempt to Transculturality in Marvel Cinematic Universe
Is colonial understanding Over? Did It Change Its Form? -- Global Cultural Flow and New Representation Strategies -- Superheroes in the New (Transcultural) Cinematic Universe -- Conclusion -- Notes -- Bibliography -- Part II: The Representation of Others beyond the Borders -- Chapter 3: Strangers at Our Door: A Baumanian Perspective to Children of Men , Elysium , and Snowpiercer -- Introduction -- Refugee as "Homo Sacer" and "Human as Waste" in Giorgio Agamben and Zygmunt Bauman -- Children of Men: White Man Saves Human as Waste -- Elysium: Human as Waste Transforms into a Savior
Snowpiercer: Human as Waste Understands Being Deceived -- Conclusion -- Notes -- Bibliography -- Chapter 4: A Universe of Story and Medium: Transforming Narrative, Representation, and Ideology in Star Wars Films and Digital Games -- Star Wars Transmedia Storytelling: A Postmodern Universe -- The Hero's Journey, the Monomyth and the Representation of Main Archetypes in Star Wars -- Digital Transculturalism, Withering Narratives, Nostalgy, and the Story as Capital in Star Wars: Battlefront II -- Conclusion -- Note -- Bibliography
Part III: Immigrant Directors and Migration as a Counter-Geography Practice -- Chapter 5: Boundary-Crossing and Genre-Bending in the Films of Guillermo del Toro -- Introduction -- Transnational Screens and Hollywood Cinema -- Living/Dead -- Familiar/Strange -- Conclusion: An Ethics of Crossing -- Notes -- Bibliography -- Chapter 6: Medea and Lars von Trier's Medea: "Ressentıment," Myths, and Gender -- Before Medea -- Medea -- After Medea -- Conclusion -- Notes -- Bibliography -- Chapter 7: Transnational Images in Iñárritu Cinema -- Introduction
The Culture Industry Reconstructed by Neoliberalism -- Mexican Representation in Hollywood Cinema from Yesterday to Today: Or Are Mexicans Discovering Hollywood Aesthetics? -- Cinematographic Traces of Transnational Codes: El Hollywood Cinema -- Conclusion -- Notes -- Bibliography -- Index -- About the Authors
~РУБ DDC 791.43097309/05
Рубрики: Cultural fusion in motion pictures.
Motion pictures--History--United States, 21st century.
Multiculturalism in motion pictures.
Аннотация: "Transcultural Images in Hollywood Cinema examines the transnational and transcultural characteristics of Hollywood cinema. The narrative, cinematographic, and aesthetic structures of Hollywood cinema are turned upside down as chapters analyze gender, social, cultural, and economic-political contexts"--
Доп.точки доступа:
Baloğlu, Uğur, \editor.\
Birincioğlu, Yıldız Derya, \editor.\
T 82
Transcultural images in Hollywood cinema : : debates on migration, identity, and finance / / edited by Uğur Baloğlu and Yıldız Derya Birincioğlu. - Lanham, [Maryland] : : Lexington Books,, 2021. - 1 online resource. - (Communication, Globalization, and Cultural Identity). - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/F80F9614-B077-404F-A23A-162CC5AC9C61. - ISBN 9781793648983 (epub). - ISBN 1793648980
Description based on print version record and CIP data provided by publisher; resource not viewed.
Параллельные издания: Print version: : Transcultural images in Hollywood cinema. - Lanham, [Maryland] : Lexington Books, 2021. - ISBN 9781793648976
Содержание:
Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Contents -- Introduction -- Part I: Transnational Finance and Their Reflections -- Chapter 1: Globalizing Legendary Entertainment: Transnational Finance Meets Transculturality -- Transnational Capital, Transcultural Content -- Legendary: From Investment Firm to Chinese Subsidiary -- The Great Wall -- Pacific Rim: Uprising (2018) -- Conclusion -- Notes -- Bibliography -- Chapter 2: New Heroes in Transnational Hollywood: An Attempt to Transculturality in Marvel Cinematic Universe
Is colonial understanding Over? Did It Change Its Form? -- Global Cultural Flow and New Representation Strategies -- Superheroes in the New (Transcultural) Cinematic Universe -- Conclusion -- Notes -- Bibliography -- Part II: The Representation of Others beyond the Borders -- Chapter 3: Strangers at Our Door: A Baumanian Perspective to Children of Men , Elysium , and Snowpiercer -- Introduction -- Refugee as "Homo Sacer" and "Human as Waste" in Giorgio Agamben and Zygmunt Bauman -- Children of Men: White Man Saves Human as Waste -- Elysium: Human as Waste Transforms into a Savior
Snowpiercer: Human as Waste Understands Being Deceived -- Conclusion -- Notes -- Bibliography -- Chapter 4: A Universe of Story and Medium: Transforming Narrative, Representation, and Ideology in Star Wars Films and Digital Games -- Star Wars Transmedia Storytelling: A Postmodern Universe -- The Hero's Journey, the Monomyth and the Representation of Main Archetypes in Star Wars -- Digital Transculturalism, Withering Narratives, Nostalgy, and the Story as Capital in Star Wars: Battlefront II -- Conclusion -- Note -- Bibliography
Part III: Immigrant Directors and Migration as a Counter-Geography Practice -- Chapter 5: Boundary-Crossing and Genre-Bending in the Films of Guillermo del Toro -- Introduction -- Transnational Screens and Hollywood Cinema -- Living/Dead -- Familiar/Strange -- Conclusion: An Ethics of Crossing -- Notes -- Bibliography -- Chapter 6: Medea and Lars von Trier's Medea: "Ressentıment," Myths, and Gender -- Before Medea -- Medea -- After Medea -- Conclusion -- Notes -- Bibliography -- Chapter 7: Transnational Images in Iñárritu Cinema -- Introduction
The Culture Industry Reconstructed by Neoliberalism -- Mexican Representation in Hollywood Cinema from Yesterday to Today: Or Are Mexicans Discovering Hollywood Aesthetics? -- Cinematographic Traces of Transnational Codes: El Hollywood Cinema -- Conclusion -- Notes -- Bibliography -- Index -- About the Authors
Рубрики: Cultural fusion in motion pictures.
Motion pictures--History--United States, 21st century.
Multiculturalism in motion pictures.
Аннотация: "Transcultural Images in Hollywood Cinema examines the transnational and transcultural characteristics of Hollywood cinema. The narrative, cinematographic, and aesthetic structures of Hollywood cinema are turned upside down as chapters analyze gender, social, cultural, and economic-political contexts"--
Доп.точки доступа:
Baloğlu, Uğur, \editor.\
Birincioğlu, Yıldız Derya, \editor.\
8.
Подробнее
P 69
Pistor, Katharina,.
The code of capital : : how the law creates wealth and inequality / / Katharina Pistor. - Princeton, New Jersey : : Princeton University Press,, [2019]. - 1 online resource (xiii, 297 pages). - URL: https://library.dvfu.ru/lib/document/SK_ELIB/14D63CCE-64ED-4646-9C43-4795E1EC57A8. - ISBN 9780691189437 (electronic book). - ISBN 0691189439 (electronic book)
Description based on online resource; title from digital title page (viewed on May 08, 2019).
Параллельные издания: Print version: :
Содержание:
Cover; Title; Copyright; Dedication; CONTENTS; Preface; 1 Empire of Law; 2 Coding Land; 3 Cloning Legal Persons; 4 Minting Debt; 5 Enclosing Nature's Code; 6 A Code for the Globe; 7 The Masters of the Code; 8 A New Code?; 9 Capital Rules by Law; Notes; Index
~РУБ DDC 346./092
Рубрики: Capital market--Law and legislation.
LAW / Administrative Law & Regulatory Practice.
Capital market--Law and legislation.
BUSINESS & ECONOMICS / Economics / General
Аннотация: A compelling explanation of how the law shapes the distribution of wealthCapital is the defining feature of modern economies, yet most people have no idea where it actually comes from. What is it, exactly, that transforms mere wealth into an asset that automatically creates more wealth? The Code of Capital explains how capital is created behind closed doors in the offices of private attorneys, and why this little-known fact is one of the biggest reasons for the widening wealth gap between the holders of capital and everybody else.In this revealing book, Katharina Pistor argues that the law selectively "codes" certain assets, endowing them with the capacity to protect and produce private wealth. With the right legal coding, any object, claim, or idea can be turned into capital--and lawyers are the keepers of the code. Pistor describes how they pick and choose among different legal systems and legal devices for the ones that best serve their clients' needs, and how techniques that were first perfected centuries ago to code landholdings as capital are being used today to code stocks, bonds, ideas, and even expectations--assets that exist only in law.A powerful new way of thinking about one of the most pernicious problems of our time, The Code of Capital explores the different ways that debt, complex financial products, and other assets are coded to give financial advantage to their holders. This provocative book paints a troubling portrait of the pervasive global nature of the code, the people who shape it, and the governments that enforce it.
P 69
Pistor, Katharina,.
The code of capital : : how the law creates wealth and inequality / / Katharina Pistor. - Princeton, New Jersey : : Princeton University Press,, [2019]. - 1 online resource (xiii, 297 pages). - URL: https://library.dvfu.ru/lib/document/SK_ELIB/14D63CCE-64ED-4646-9C43-4795E1EC57A8. - ISBN 9780691189437 (electronic book). - ISBN 0691189439 (electronic book)
Description based on online resource; title from digital title page (viewed on May 08, 2019).
Параллельные издания: Print version: :
Содержание:
Cover; Title; Copyright; Dedication; CONTENTS; Preface; 1 Empire of Law; 2 Coding Land; 3 Cloning Legal Persons; 4 Minting Debt; 5 Enclosing Nature's Code; 6 A Code for the Globe; 7 The Masters of the Code; 8 A New Code?; 9 Capital Rules by Law; Notes; Index
Рубрики: Capital market--Law and legislation.
LAW / Administrative Law & Regulatory Practice.
Capital market--Law and legislation.
BUSINESS & ECONOMICS / Economics / General
Аннотация: A compelling explanation of how the law shapes the distribution of wealthCapital is the defining feature of modern economies, yet most people have no idea where it actually comes from. What is it, exactly, that transforms mere wealth into an asset that automatically creates more wealth? The Code of Capital explains how capital is created behind closed doors in the offices of private attorneys, and why this little-known fact is one of the biggest reasons for the widening wealth gap between the holders of capital and everybody else.In this revealing book, Katharina Pistor argues that the law selectively "codes" certain assets, endowing them with the capacity to protect and produce private wealth. With the right legal coding, any object, claim, or idea can be turned into capital--and lawyers are the keepers of the code. Pistor describes how they pick and choose among different legal systems and legal devices for the ones that best serve their clients' needs, and how techniques that were first perfected centuries ago to code landholdings as capital are being used today to code stocks, bonds, ideas, and even expectations--assets that exist only in law.A powerful new way of thinking about one of the most pernicious problems of our time, The Code of Capital explores the different ways that debt, complex financial products, and other assets are coded to give financial advantage to their holders. This provocative book paints a troubling portrait of the pervasive global nature of the code, the people who shape it, and the governments that enforce it.
9.
Подробнее
L 85
Lo, (Andrew Wen-Chuan),.
Adaptive markets : : financial evolution at the speed of thought / / Andrew W. Lo ; with a new afterword by the author. - First paperback edition. - Princeton : : Princeton University Press,, ©2017. - 1 online resource. - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/BB040591-A3AE-4AF2-96D9-3F4CF13CE42B. - ISBN 9780691196800 (electronic book). - ISBN 069119680X (electronic book)
Description based on online resource; title from digital title page (viewed on June 06, 2019).
Параллельные издания: Print version: : LO, ANDREW W. ADAPTIVE MARKETS. - [Place of publication not identified], PRINCETON UNIV Press, 2019. - ISBN 0691191360
Содержание:
Cover; Dedication; Contents; Introduction; Financial Fear Factor; Don't Try This At Home; The Great Divide; "It's the environment, stupid!"; Revenge of the Nerds; Chapter 1. Are We All Homo economicus Now?; Tragedy and the Wisdom of Crowds; A Random Walk through History; The Birth of Efficient Markets; Efficient Markets Unpacked; What to Expect When You're Expecting; Efficient Markets in Action; Chapter 2. If You're So Smart, Why Aren't You Rich?; Rejecting the Random Walk; Risk versus Uncertainty and the Ellsberg Paradox; Losing Hurts More than Winning Feels Good
No-Limit Texas Hold 'em, Rogue Traders, and RegulatorsProbability Matching and March Madness; Humans as Prediction Machines; It Takes a Theory to Beat a Theory; Culture Shock; Chapter 3. If You're So Rich, Why Aren't You Smart?; Looking under the Hood; The Microscope of Neuroscience; Fear; Pain; Pleasure and Greed; Wired-Up Traders; The Stuff Good Traders Are Made Of; Mind over Money via Neural Currency; I Want It All, and I Want It Now; Chapter 4. The Power of Narrative; A New Meaning of Rationality; The Human Fire Alarm and Sprinkler System; The Fear Factor and Finance
I Know You Know That I KnowHomo economicus and the Left Hemisphere; The Prefrontal Cortex as CEO; The Power of Self-Fulfilling Prophecies; Barbara Ficalora, the Best Third Grade Teacher Ever; Narrative Is Intelligence; Chapter 5. The Evolution Revolution; A Day at the Zoo; The Evolution Revolution; Just-So Stories or Scientific Fact?; The Power of Selection; Variety Is the Spice of Life; "It's the environment, stupid!"; The Emergence of Homo sapiens; Enter Homo economicus; An Evolutionary Pecking Order; Swedish Twins and Savings; Evolution at the Speed of Thought
Sociobiology and Evolutionary PsychologySurvival of the Richest?; Chapter 6. The Adaptive Markets Hypothesis; It Takes a Theory to Beat a Theory; Simon Says Satisfice; The Superman Jacket; The Adaptive Markets Hypothesis; Probability Matching Explained; Nature Abhors an Undiversified Bet; "It's the environment, stupid!" All Over Again; Homo economicus and Idiosyncratic Risk; The Origin of Risk Aversion; Efficient versus Adaptive Markets; Waylaid by Physics Envy; On the Shoulders of Giants; Chapter 7. The Galapagos Islands of Finance; Quantum Mechanics; Mission Impossible
The Islands of EvolutionHedge Fund Archipelago; An Evolutionary History of the Hedge Fund; The Birth of Quants; The Revenge of the Nerds; Quant Goes Mainstream; The Evolution of the Random Walk; Cell Phones and Kerala Fishermen; Chapter 8. Adaptive Markets in Action; The Traditional Investment Paradigm; The Great Modulation; A New World Order; Risk/Reward and Punishment; The Democratization of Investing; New Species of Index Funds; Smart Beta versus Dumb Sigma; Disbanding the Alpha Beta Sigma Fraternity; The Random Walk Revisited; A New Investment Paradigm; The Quant Meltdown of August 2007
~РУБ DDC 332
Рубрики: Finance.
Stock exchanges.
Efficient market theory.
Efficient market theory.
Finance.
Stock exchanges.
BUSINESS & ECONOMICS / Finance
Аннотация: A new, evolutionary explanation of markets and investor behaviorHalf of all Americans have money in the stock market, yet economists can't agree on whether investors and markets are rational and efficient, as modern financial theory assumes, or irrational and inefficient, as behavioral economists believe. The debate is one of the biggest in economics, and the value or futility of investment management and financial regulation hangs on the answer. In this groundbreaking book, Andrew Lo transforms the debate with a powerful new framework in which rationality and irrationality coexist--the Adaptive Markets Hypothesis. Drawing on psychology, evolutionary biology, neuroscience, artificial intelligence, and other fields, Adaptive Markets shows that the theory of market efficiency is incomplete. When markets are unstable, investors react instinctively, creating inefficiencies for others to exploit. Lo's new paradigm explains how financial evolution shapes behavior and markets at the speed of thought--a fact revealed by swings between stability and crisis, profit and loss, and innovation and regulation. An ambitious new answer to fundamental questions about economics and investing, Adaptive Markets is essential reading for anyone who wants to understand how markets really work.
L 85
Lo, (Andrew Wen-Chuan),.
Adaptive markets : : financial evolution at the speed of thought / / Andrew W. Lo ; with a new afterword by the author. - First paperback edition. - Princeton : : Princeton University Press,, ©2017. - 1 online resource. - Includes bibliographical references and index. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/BB040591-A3AE-4AF2-96D9-3F4CF13CE42B. - ISBN 9780691196800 (electronic book). - ISBN 069119680X (electronic book)
Description based on online resource; title from digital title page (viewed on June 06, 2019).
Параллельные издания: Print version: : LO, ANDREW W. ADAPTIVE MARKETS. - [Place of publication not identified], PRINCETON UNIV Press, 2019. - ISBN 0691191360
Содержание:
Cover; Dedication; Contents; Introduction; Financial Fear Factor; Don't Try This At Home; The Great Divide; "It's the environment, stupid!"; Revenge of the Nerds; Chapter 1. Are We All Homo economicus Now?; Tragedy and the Wisdom of Crowds; A Random Walk through History; The Birth of Efficient Markets; Efficient Markets Unpacked; What to Expect When You're Expecting; Efficient Markets in Action; Chapter 2. If You're So Smart, Why Aren't You Rich?; Rejecting the Random Walk; Risk versus Uncertainty and the Ellsberg Paradox; Losing Hurts More than Winning Feels Good
No-Limit Texas Hold 'em, Rogue Traders, and RegulatorsProbability Matching and March Madness; Humans as Prediction Machines; It Takes a Theory to Beat a Theory; Culture Shock; Chapter 3. If You're So Rich, Why Aren't You Smart?; Looking under the Hood; The Microscope of Neuroscience; Fear; Pain; Pleasure and Greed; Wired-Up Traders; The Stuff Good Traders Are Made Of; Mind over Money via Neural Currency; I Want It All, and I Want It Now; Chapter 4. The Power of Narrative; A New Meaning of Rationality; The Human Fire Alarm and Sprinkler System; The Fear Factor and Finance
I Know You Know That I KnowHomo economicus and the Left Hemisphere; The Prefrontal Cortex as CEO; The Power of Self-Fulfilling Prophecies; Barbara Ficalora, the Best Third Grade Teacher Ever; Narrative Is Intelligence; Chapter 5. The Evolution Revolution; A Day at the Zoo; The Evolution Revolution; Just-So Stories or Scientific Fact?; The Power of Selection; Variety Is the Spice of Life; "It's the environment, stupid!"; The Emergence of Homo sapiens; Enter Homo economicus; An Evolutionary Pecking Order; Swedish Twins and Savings; Evolution at the Speed of Thought
Sociobiology and Evolutionary PsychologySurvival of the Richest?; Chapter 6. The Adaptive Markets Hypothesis; It Takes a Theory to Beat a Theory; Simon Says Satisfice; The Superman Jacket; The Adaptive Markets Hypothesis; Probability Matching Explained; Nature Abhors an Undiversified Bet; "It's the environment, stupid!" All Over Again; Homo economicus and Idiosyncratic Risk; The Origin of Risk Aversion; Efficient versus Adaptive Markets; Waylaid by Physics Envy; On the Shoulders of Giants; Chapter 7. The Galapagos Islands of Finance; Quantum Mechanics; Mission Impossible
The Islands of EvolutionHedge Fund Archipelago; An Evolutionary History of the Hedge Fund; The Birth of Quants; The Revenge of the Nerds; Quant Goes Mainstream; The Evolution of the Random Walk; Cell Phones and Kerala Fishermen; Chapter 8. Adaptive Markets in Action; The Traditional Investment Paradigm; The Great Modulation; A New World Order; Risk/Reward and Punishment; The Democratization of Investing; New Species of Index Funds; Smart Beta versus Dumb Sigma; Disbanding the Alpha Beta Sigma Fraternity; The Random Walk Revisited; A New Investment Paradigm; The Quant Meltdown of August 2007
Рубрики: Finance.
Stock exchanges.
Efficient market theory.
Efficient market theory.
Finance.
Stock exchanges.
BUSINESS & ECONOMICS / Finance
Аннотация: A new, evolutionary explanation of markets and investor behaviorHalf of all Americans have money in the stock market, yet economists can't agree on whether investors and markets are rational and efficient, as modern financial theory assumes, or irrational and inefficient, as behavioral economists believe. The debate is one of the biggest in economics, and the value or futility of investment management and financial regulation hangs on the answer. In this groundbreaking book, Andrew Lo transforms the debate with a powerful new framework in which rationality and irrationality coexist--the Adaptive Markets Hypothesis. Drawing on psychology, evolutionary biology, neuroscience, artificial intelligence, and other fields, Adaptive Markets shows that the theory of market efficiency is incomplete. When markets are unstable, investors react instinctively, creating inefficiencies for others to exploit. Lo's new paradigm explains how financial evolution shapes behavior and markets at the speed of thought--a fact revealed by swings between stability and crisis, profit and loss, and innovation and regulation. An ambitious new answer to fundamental questions about economics and investing, Adaptive Markets is essential reading for anyone who wants to understand how markets really work.
10.
Подробнее
A 91
Atwan, Tarek A.
TIME SERIES ANALYSIS WITH PYTHON COOKBOOK [[electronic resource] :] : practical recipes for exploratory data analysis, data preparation, forecasting, and model evaluation / / Tarek A. Atwan. - [Б. м.] : PACKT PUBLISHING LIMITED,, 2022. - 1 online resource. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/5DB1E5CC-1D59-4DD9-9874-21AE628C055A. - ISBN 9781801071260 (electronic bk.). - ISBN 1801071268 (electronic bk.)
Параллельные издания:
1. Print version: :
2. Print version: :
~РУБ DDC 006.3/1
Рубрики: Machine learning.
Python (Computer program language)
Machine learning.
Python (Computer program language)
Аннотация: Perform time series analysis and forecasting confidently with this Python code bank and reference manual Key Features Explore forecasting and anomaly detection techniques using statistical, machine learning, and deep learning algorithms Learn different techniques for evaluating, diagnosing, and optimizing your models Work with a variety of complex data with trends, multiple seasonal patterns, and irregularities Book Description Time series data is everywhere, available at a high frequency and volume. It is complex and can contain noise, irregularities, and multiple patterns, making it crucial to be well-versed with the techniques covered in this book for data preparation, analysis, and forecasting. This book covers practical techniques for working with time series data, starting with ingesting time series data from various sources and formats, whether in private cloud storage, relational databases, non-relational databases, or specialized time series databases such as InfluxDB. Next, you'll learn strategies for handling missing data, dealing with time zones and custom business days, and detecting anomalies using intuitive statistical methods, followed by more advanced unsupervised ML models. The book will also explore forecasting using classical statistical models such as Holt-Winters, SARIMA, and VAR. The recipes will present practical techniques for handling non-stationary data, using power transforms, ACF and PACF plots, and decomposing time series data with multiple seasonal patterns. Later, you'll work with ML and DL models using TensorFlow and PyTorch. Finally, you'll learn how to evaluate, compare, optimize models, and more using the recipes covered in the book. What you will learn Understand what makes time series data different from other data Apply various imputation and interpolation strategies for missing data Implement different models for univariate and multivariate time series Use different deep learning libraries such as TensorFlow, Keras, and PyTorch Plot interactive time series visualizations using hvPlot Explore state-space models and the unobserved components model (UCM) Detect anomalies using statistical and machine learning methods Forecast complex time series with multiple seasonal patterns Who this book is for This book is for data analysts, business analysts, data scientists, data engineers, or Python developers who want practical Python recipes for time series analysis and forecasting techniques. Fundamental knowledge of Python programming is required. Although having a basic math and statistics background will be beneficial, it is not necessary. Prior experience working with time series data to solve business problems will also help you to better utilize and apply the different recipes in this book.
A 91
Atwan, Tarek A.
TIME SERIES ANALYSIS WITH PYTHON COOKBOOK [[electronic resource] :] : practical recipes for exploratory data analysis, data preparation, forecasting, and model evaluation / / Tarek A. Atwan. - [Б. м.] : PACKT PUBLISHING LIMITED,, 2022. - 1 online resource. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/5DB1E5CC-1D59-4DD9-9874-21AE628C055A. - ISBN 9781801071260 (electronic bk.). - ISBN 1801071268 (electronic bk.)
Параллельные издания:
1. Print version: :
2. Print version: :
Рубрики: Machine learning.
Python (Computer program language)
Machine learning.
Python (Computer program language)
Аннотация: Perform time series analysis and forecasting confidently with this Python code bank and reference manual Key Features Explore forecasting and anomaly detection techniques using statistical, machine learning, and deep learning algorithms Learn different techniques for evaluating, diagnosing, and optimizing your models Work with a variety of complex data with trends, multiple seasonal patterns, and irregularities Book Description Time series data is everywhere, available at a high frequency and volume. It is complex and can contain noise, irregularities, and multiple patterns, making it crucial to be well-versed with the techniques covered in this book for data preparation, analysis, and forecasting. This book covers practical techniques for working with time series data, starting with ingesting time series data from various sources and formats, whether in private cloud storage, relational databases, non-relational databases, or specialized time series databases such as InfluxDB. Next, you'll learn strategies for handling missing data, dealing with time zones and custom business days, and detecting anomalies using intuitive statistical methods, followed by more advanced unsupervised ML models. The book will also explore forecasting using classical statistical models such as Holt-Winters, SARIMA, and VAR. The recipes will present practical techniques for handling non-stationary data, using power transforms, ACF and PACF plots, and decomposing time series data with multiple seasonal patterns. Later, you'll work with ML and DL models using TensorFlow and PyTorch. Finally, you'll learn how to evaluate, compare, optimize models, and more using the recipes covered in the book. What you will learn Understand what makes time series data different from other data Apply various imputation and interpolation strategies for missing data Implement different models for univariate and multivariate time series Use different deep learning libraries such as TensorFlow, Keras, and PyTorch Plot interactive time series visualizations using hvPlot Explore state-space models and the unobserved components model (UCM) Detect anomalies using statistical and machine learning methods Forecast complex time series with multiple seasonal patterns Who this book is for This book is for data analysts, business analysts, data scientists, data engineers, or Python developers who want practical Python recipes for time series analysis and forecasting techniques. Fundamental knowledge of Python programming is required. Although having a basic math and statistics background will be beneficial, it is not necessary. Prior experience working with time series data to solve business problems will also help you to better utilize and apply the different recipes in this book.
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