Tag: Models

Hands-On Generative AI with Diffusion Models Building Real-World Applications


Free Download Hands-On Generative AI with Diffusion Models Building Real-World Applications
Released 2/2024
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 33m | Size: 84 MB
As AI and machine learning applications become increasingly powerful and pervasive, it’s essential that developers know how to apply generative models, regardless of their industry or current role. Given the projected future demand for AI professionals, this hands-on, skills-based course is designed to equip you with the tools and technical know-how required to get you up to speed building real-world applications and stay apace with current and emerging trends.

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Twistor Sigma Models Gravity, Amplitudes, and Flat Space Holography


Free Download Twistor Sigma Models: Gravity, Amplitudes, and Flat Space Holography by Atul Sharma
English | PDF EPUB (True) | 2024 | 137 Pages | ISBN : 3031507509 | 12 MB
In recent decades, twistor theory has grown into an irreplaceable tool for the study of scattering amplitudes in gauge theory and gravity. This book introduces the reader to cutting-edge advances in twistor theory and its applications to general relativity. The problem of graviton scattering in four dimensions is shown to be dual to dramatically simpler computations in a two-dimensional CFT known as a twistor sigma model. Twistor sigma models are the first step toward a holographic description of gravity in asymptotically flat space-times. They underpin the infinitely many asymptotic symmetries of flat space physics discovered in celestial holography, and extend them to exciting new arenas like curved space-times. They also yield intrinsically mathematical results in the field of hyperkähler manifolds. This volume will be of broad interest to students and researchers looking for an accessible entry point into twistor geometry, scattering amplitudes, and celestial holography. It will also provide an invaluable reference for specialists by bringing together results from a host of different disciplines.

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Topological Quantum Materials Concepts, Models, and Phenomena


Free Download Topological Quantum Materials: Concepts, Models, and Phenomena by Grigory Tkachov
English | August 18, 2022 | ISBN: 9814968129 | 288 pages | MOBI | 15 Mb
In topological quantum materials, quantum effects emerge at macroscopic scales and are robust to continuous changes in a material’s state. This striking synergy between quantum and topological properties is of great interest for both fundamental research and emerging technologies, especially in the fields of electronics and quantum information. This edition of the book presents a wealth of topological quantum materials, bringing together burgeoning research from different areas: topological insulators, transition metal dichalcogenides, Weyl semimetals, and unconventional and topological superconductors.

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Portfolio Selection and Asset Pricing Models of Financial Economics and Their Applications in Investing


Free Download Portfolio Selection and Asset Pricing: Models of Financial Economics and Their Applications in Investing by Jamil Baz, Helen Guo, Erol Hakanoglu
English | September 1, 2022 | ISBN: 126427016X | 432 pages | PDF | 32 Mb
This uniquely comprehensive guide provides expert insights into everything from financial mathematics to the practical realities of asset allocation and pricing

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Introduction to Computational Optimization Models for Production Planning in a Supply Chain


Free Download Stefan Voß, David L. Woodruff, "Introduction to Computational Optimization Models for Production Planning in a Supply Chain"
English | 2006 | pages: 261 | ISBN: 3540298789, 3642067557, 3540000232 | PDF | 1,9 mb
provide models that could be used by do-it-yourselfers and also can be used toprovideunderstandingofthebackgroundissuessothatonecandoabetter job of working with the (proprietary) algorithms of the software vendors. In this book we strive to provide models that capture many of the – tails faced by ?rms operating in a modern supply chain, but we stop short of proposing models for economic analysis of the entire multi-player chain. In other words, we produce models that are useful for planning within a supply chain rather than models for planning the supply chain. The usefulness of the models is enhanced greatly by the fact that they have been implemented – ing computer modeling languages. Implementations are shown in Chapter 7, which allows solutions to be found using a computer. A reasonable question is: why write the book now? It is a combination of opportunities that have recently become available. The availability of mod- inglanguagesandcomputersthatprovidestheopportunitytomakepractical use of the models that we develop. Meanwhile, software companies are p- viding software for optimized production planning in a supply chain. The opportunity to make use of such software gives rise to a need to understand some of the issues in computational models for optimized planning. This is best done by considering simple models and examples.

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Hands-On Large Language Models


Free Download Hands-On Large Language Models by Jay Alammar
English | 2023 | ISBN: 9781098150952 | 104 pages | EPUB + MOBI | 6.54 Mb
AI has acquired startling new language capabilities in just the past few years. Driven by the rapid advances in deep learning, language AI systems are able to write and understand text better than ever before. This trend enables the rise of new features, products, and entire industries. With this book, Python developers will learn the practical tools and concepts they need to use these capabilities today.

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Building Statistical Models in Python Develop useful models for regression, classification, time series, and survival analysis


Free Download Building Statistical Models in Python: Develop useful models for regression, classification, time series, and survival analysis by Huy Hoang Nguyen, Paul N Adams, Stuart J Miller
English | August 31, 2023 | ISBN: 1804614289 | 420 pages | MOBI | 17 Mb
Make data-driven, informed decisions and enhance your statistical expertise in Python by turning raw data into meaningful insightsPurchase of the print or Kindle book includes a free PDF eBook

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