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ML Ops: Operationalizing Data Science by David Sweenor
English | 2021 | ISBN: 9781492074663 | EPUB | 1.95 Mb
More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Instead, many of these ML models do nothing more than provide static insights in a slideshow. If they aren't truly operational, these models can't possibly do what you've trained them to do.

This report introduces practical concepts to help data scientists and application engineers operationalize ML models to drive real business change. Through lessons based on numerous projects around the world, six experts in data analytics provide an applied four-step approach-Build, Manage, Deploy and Integrate, and Monitor-for creating ML-infused applications within your organization.

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Modal Logic By Herman Ruge Jervell
2013 | 105 Pages | ISBN: 3832533028 | PDF | 1 MB
In modal logic we discuss multiple perspectives on truth - perspectives as given by time, by provability, by knowledge, by agents or by processes. We develop the theory of modal logic and emphasize the connections with and applications within computer science and mathematics. Among other things we develop Kurt Gödels incompleteness theorem and show memoryless determinacy of infinite games on finite arenas.

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[booksz]

Modeling the Possible (Routledge Studies in the Philosophy of Science) by Till Grüne-Yanoff, Tarja Knuuttila, Ylwa Sjölin Wirling
English | February 7, 2025 | ISBN: 1032379642 | 296 pages | PDF | 8.57 Mb
Models are used to explore possibilities across all scientific fields. Climate models simulate the potential future climatic conditions under various emissions scenarios, macroeconomic models investigate the implications of various fiscal and monetary policy initiatives, and infectious diseases models study the spread of viral diseases under a range of conditions. Such modeling approaches have not gone ignored by philosophers of science, but they have only recently started to explicitly address modeling the possible. So far, the discussion has been spread across a variety of more or less isolated pockets of debate in the philosophy of science. Modeling the Possible: Perspectives from Philosophy of Science draws together these studies, focusing specifically on how various modeling practices probe possibilities and justify claims concerning them.

The volume is divided into three sections, plus an introductory chapter. The introductory chapter provides a state-of-the-art survey of the discussions of modeling possibilities within the philosophy of science, as well as an introduction to the book's main themes and individual papers. The three sections focus on different kinds of possibility concepts, possibility spaces, and how-possibly modeling in practical situations. The chapters contained in this volume address conceptual and theoretical issues while also presenting case studies from various scientific domains: physics, evolutionary and synthetic biology, network science, climate science, economics, and epidemiology.
Essential reading for philosophers of science, epistemologists, and modelers in various scientific disciplines, Modeling the Possible is also suitable for anyone interested in model-based scientific inferences, their validity, and the policy conclusions derived from them.

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D.J. Huppatz, "Modern Asian Design "
English | ISBN: 1474296785 | 2018 | 272 pages | PDF | 6 MB
Modern Asian Design provides a comprehensive introduction to the development of Asian design in the modern period, both tracing historical threads and offering a theoretical framework within which to chart the history of design in Asia.

Rather than a singular "Asian history", this book presents a series of studies centred on trade routes, colonial relationships, regional networks and cross-cultural exchanges. Modern Asian Design builds on existing resources beyond design history in an effort to map the field, focusing particularly on relations between Asia and the West and also across Asian design cultures.
Opening with a brief overview of trade and exchange networks in the 17th and 18th centuries, the bulk of this study comprises analysis of the development of modern design in Asia during the later 19th and early 20th centuries, a period of rapid modernisation. The book's final two chapters bring these central ideas into a contemporary and highly relevant context.
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Modern Python Cookbook: 130+ updated recipes for modern Python 3.12 with new techniques and tools by Steven F. Lott
English | July 31, 2024 | ISBN: 1835466389 | 818 pages | PDF | 8.72 Mb
Enhance your Python skills with the third edition of Modern Python Cookbook with 130+ new and updated recipes covering Python 3.12, including new coverage on graphics, visualizations, dependencies, virtual environments, and more.

Purchase of the print or Kindle book includes a free eBook in PDF format
Key FeaturesNew chapters on type matching, data visualization, dependency management, and moreComprehensive coverage of Python 3.12 with updated recipes and techniquesProvides practical examples and detailed explanations to solve real-world problems efficientlyBook Description
Python is the go-to language for developers, engineers, data scientists, and hobbyists worldwide. Known for its versatility, Python can efficiently power applications, offering remarkable speed, safety, and scalability. This book distills Python into a collection of straightforward recipes, providing insights into specific language features within various contexts, making it an indispensable resource for mastering Python and using it to handle real-world use cases.
The third edition of Modern Python Cookbook provides an in-depth look into Python 3.12, offering more than 140 new and updated recipes that cater to both beginners and experienced developers. This edition introduces new chapters on documentation and style, data visualization with MatDescriptionlib and PyDescription, and advanced dependency management techniques using tools like Poetry and Anaconda. With practical examples and detailed explanations, this cookbook helps developers solve real-world problems, optimize their code, and get up to date with the latest Python features.
What you will learnMaster core Python data structures, algorithms, and design patternsImplement object-oriented designs and functional programming featuresUse type matching and annotations to make more expressive programsCreate useful data visualizations with MatDescriptionlib and PyDescriptionManage project dependencies and virtual environments effectivelyFollow best practices for code style and testingCreate clear and trustworthy documentation for your projectsWho this book is for
This Python book is for web developers, programmers, enterprise programmers, engineers, and big data scientists. If you are a beginner, this book offers helpful details and design patterns for learning Python. If you are experienced, it will expand your knowledge base. Fundamental knowledge of Python programming and basic programming principles will be helpful
Table of ContentsNumbers, Strings, and TuplesStatements and SyntaxFunction DefinitionsBuilt-In Data Structures Part 1: Lists and SetsBuilt-In Data Structures Part 2: DictionariesUser Inputs and OutputsBasics of Classes and ObjectsMore Advanced Class DesignFunctional Programming FeaturesType Matching and AnnotationsInput/Output, Physical Format, and Logical LayoutGraphics and Visualization with Jupyter LabApplication Integration: ConfigurationApplication Integration: CombinationTestingDependencies and Virtual EnvironmentsDocumentation and Style

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Caroline Knighton, "Modernist Wastes: Recovery, Re-Use and the Autobiographic in Elsa von-Freytag-Lorighoven and Djuna Barnes "
English | ISBN: 135012902X | 2020 | 314 pages | PDF | 6 MB
Modernist Wastes is a profound new critical reflection on the ways in which women writers and artists have been discarded and recovered in established definitions of modernism. Exploring the collaborative auto/biographical writings of Djuna Barnes and the artist, poetic and Dada performer Baroness Elsa von Freytag-Loringhoven, Caroline Knighton reveals how these very processes of discarding, recovery and re-use can open up new ways of understanding a distinctively female modernist artistic practice.

Illustrated throughout with artworks, original letters and manuscript facsimiles, the book draws on new archival discoveries to place the feminist recovery of neglected female voices at the heart of our understanding of modernist and avant-garde literary culture.

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Molecular Beams in Physics and Chemistry: From Otto Stern's Pioneering Exploits to Present-Day Feats by Bretislav Friedrich, Horst Schmidt-Böcking
English | EPUB (True) | 2021 | 639 Pages | ISBN : 3030639622 | 140.5 MB

This book gives a comprehensive account of both the history and current achievements of molecular beam research.
In 1919, Otto Stern launched the revolutionary molecular beam technique. This technique made it possible to send atoms and molecules with well-defined momentum through vacuum and to measure with high accuracy the deflections they underwent when acted upon by transversal forces. These measurements revealed unforeseen quantum properties of nuclei, atoms, and molecules that became the basis for our current understanding of quantum matter. This volume shows that many key areas of modern physics and chemistry owe their beginnings to the seminal molecular beam work of Otto Stern and his school.
Written by internationally recognized experts, the contributions in this volume will help experienced researchers and incoming graduate students alike to keep abreast of current developments in molecular beam research as well as to appreciate the history and evolution of this powerful method and the knowledge it reveals.
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MONEY FOR LIFE
by HELEN BAKER
English | 2025 | ISBN: 1923186272 | 192 pages | True EPUB | 5.23 MB

Money for Life is a book that encourages homeownership as the foundation of a secure financial plan. Money expert Helen Baker explains the five financial foundations that we all need to have in place to build financial security.

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Moving Beyond the WEIRD: Lessons from an Amazigh Community in Shaping Pluralistic Digital Futures by Sarah Rüller
English | PDF EPUB (True) | 2025 | 228 Pages | ISBN : 3658475854 | 13.4 MB

In this book, Sarah Rüller offers a comprehensive exploration of the complexities and nuances of conducting Western digital research in non-Western contexts, focusing on a case study in the High Atlas Mountains of Morocco. The research underscores the importance of addressing the challenges inherent in navigating this intercultural landscape, particularly as Western researchers immersed in ethnographic work. The studies highlight the multifaceted issues surrounding postcolonial frameworks, extractivism, technocapitalism, exploitation, and the evolving paradigms of development and sustainability, and underscores the urgent need for a more pluralistic, site-specific co-design approach. This approach is central to promoting inclusive and just digital futures, mitigating the impact of WEIRD (Western, Educated, Industrialized, Rich, and Democratic) biases, and unraveling the complex interplay of local and rural contexts torn between authenticity and exploitation by information and communication technologies (ICTs). This research delves deeper into a critical analysis of the establishment of a MediaSpace and the different community perspectives on technology access, revealing tensions and contradictions that shape the discourse on development and self-determination.
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Mrs. Lilienblum's Cloud Factory: A Novel by Iddo Gefen, translated by Daniella Zamir
English | April 1, 2025 | ISBN: 1662600879 | True EPUB | 288 pages | 1 MB
A comic novel for fans of Adelle Waldman about a tech startup that turns sand into rain clouds from Sami Rohr prize winner Iddo Gefen.

Our story opens with Mrs. Lilienblum discovered drinking a martini in a crater in the Israeli desert. Eli, her adult son, tries to understand what happened to his wacky mother, while he also tackles the legend of a missing hiker named McMurphy, and whether he might be in love with Tamara, a visitor to his family's hostel on the edge of a crater.
The story races forward as the Lilienblum family builds a company around Eli's mother's invention and makes comedy out of startup culture, the obsession with company valuation and funding, the secrets families keep, romantic and family love-all with humor, warmth and compassion.

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Much Ado About Nothing: The 30-Minute Shakespeare : The 30-Minute Shakespeare By Nick Newlin; William Shakespeare
2010 | 73 Pages | ISBN: 1935550039 | EPUB | 1 MB
Planning a school or amateur Shakespeare production? The best way to experience the plays is to perform them, but getting started can be a challenge: The complete plays are too long and complex, while scene selections or simplified language are too limited. "The 30-Minute Shakespeare" is a new series of abridgements that tell the “story" of each play from start to finish while keeping the beauty of Shakespeare's language intact. Specific stage directions and character suggestions give even inexperienced actors the tools to perform Shakespeare with confidence, understanding, and fun! This cutting of Shakespeare's utterly charming and popular comedy MUCH ADO ABOUT NOTHING features five key scenes, including Beatrice and Benedick's classic initial word-battle, and the uproarious hide-and-seek deception of the two "lovers." The next scenes are the brutal rejection of Hero at the altar by a deceived Claudio and the timeless manhandling of the English language by the bumbling constable Dogberry. In the fifth and final scene, Shakespeare resolves the play's conflicts and confusions, and love reigns again. This cutting really tells the story, and includes some sidesplitting stage business, particularly the back-and-forth physical and verbal parrying between Benedick and Beatrice. The edition also includes an essay by editor Nick Newlin on how to produce a Shakespeare play with novice actors, and notes about the original production of this abridgement at the Folger Shakespeare Library's annual Student Shakespeare Festival.

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Mukden 1905: Russia and Japan's Battle for Manchuria by John Valitutto, Johnny Shumate
English | March 4, 2025 | ISBN: 1472864220 | 96 pages | PDF | 24 Mb
A compelling narrative of the largest land battle of its time, and the decisive engagement of the Russo-Japanese War.

Mukden stands out as the most significant battle of the Russo-Japanese War. By February 1905, the conflict had reached its culmination, as Port Arthur had fallen to the Japanese after an epic six-month siege. Now free to mass all his field armies, Japanese commander Marshal Oyama shifted his focus to the Russian forces assembled around the city of Mukden. The Russians, led by General Kuropatkin and numbering over 300,000 men, had finally achieved sufficient strength to conduct their own offensive. A Russian victory would be vital to save both deteriorating morale in the army, as well as to reassure the home front.
This fascinating work documents the decisive set-piece battle between the opposing sides on the plains and hills of Manchuria. Maps, diagrams, battlescene artwork and period photos bring to life the brutal clash, the largest battle in history up to that point. Exploring the unabated fighting across a 90-mile-long front in the depths of winter, John Valitutto considers the effectiveness of each armies' manoeuvres, the trench warfare that prefigured World War I, and the influence of machine guns and massed heavy artillery on the battle's outcome. Mukden made it clear to all that the conduct of war was changing, with new technologies and tactics demonstrating their terrible potential to the world.

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Robert Blackwood, "Multilingual Memories: Monuments, museums and the linguistic landscape "
English | ISBN: 1350071250 | 2019 | 320 pages | PDF | 21 MB
Drawing on a range of disciplines from within the humanities and social sciences, Multilingual Memories addresses questions of remembering and forgetting from an explicitly multilingual perspective. From a museum at Victoria Falls in Zambia to a Japanese-American internment in Arkansas, this book probes how the medium of the communication of memories affirms social orders across the globe.

Applying linguistic landscape approaches to a wide variety of monuments and memorials from around the world, this book identifies how multilingualism (and its absence) contributes to the inevitable partiality of public memorials. Using a number of different methods, including multimodal discourse analysis, code preferences, interaction orders, and indexicality, the chapters explore how memorials have the potential to erase linguistic diversity as much as they can entextualize multilingualism. With examples from Africa, Asia, Australasia, Europe, and North and South America, this volume also examines the extent to which multilingual memories legitimize not only specific discourses but also individuals, particular communities, and ethno-linguistic groups - often to the detriment of others.
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Multimodality Imaging and Intervention in Oncology by Emanuele Neri, Paola Anna Erba
English | EPUB (True) | 2023 | 594 Pages | ISBN : 3031285239 | 195 MB

This book provides the reader with a focused review of multimodality imaging strategies (radiology and molecular imaging) in staging and re-staging the major types of cancer (i.e. thyroid, breast, colon-rectum, lung, prostate, pancreas, liver, head and neck, and hematological cancer), including rare neoplasms.
In addition to presenting the possible diagnostic pathways for all oncologic diseases, the book identifies those interventions currently available in clinical practice (these being a branch of interventional radiology), while also examining and detailing molecular radiotherapy strategies.
The work has an interdisciplinary appeal and, thanks to its highly informative and cutting-edge coverage, professionals as well as advanced students and residents in radiology, oncology and surgery will find it of particular interest.
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Jasjit S Suri, Mainak Biswas, "Multimodality Imaging: Deep Learning Applications"
English | 2021 | ISBN: 075032242X | PDF | pages: 354 | 74.3 mb
This book provides technical details of the application of deep learning and machine learning in medical imaging for diagnosis brain, cardiovascular, liver, lung diseases. The text also explores the technical and ethical aspects of deep learning and machine learning applications in medical imaging.

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