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Generative AI with Amazon Bedrock: Build, scale, and secure generative AI applications using Amazon Bedrock by Shikhar Kwatra, Bunny Kaushik
English | July 31, 2024 | ISBN: 1803247282 | 384 pages | PDF | 46 Mb
Become proficient in Amazon Bedrock by taking a hands-on approach to building and scaling generative AI solutions that are robust, secure, and compliant with ethical standards
Key FeaturesLearn the foundations of Amazon Bedrock from experienced AWS Machine Learning Specialist ArchitectsMaster the core techniques to develop and deploy several AI applications at scaleGo beyond writing good prompting techniques and secure scalable frameworks by using advanced tips and tricksPurchase of the print or Kindle book includes a free PDF eBookBook Description
The concept of generative artificial intelligence has garnered widespread interest, with industries looking to leverage it to innovate and solve business problems. Amazon Bedrock, along with LangChain, simplifies the building and scaling of generative AI applications without needing to manage the infrastructure.
Generative AI with Amazon Bedrock takes a practical approach to enabling you to accelerate the development and integration of several generative AI use cases in a seamless manner. You'll explore techniques such as prompt engineering, retrieval augmentation, fine-tuning generative models, and orchestrating tasks using agents. The chapters take you through real-world scenarios and use cases such as text generation and summarization, image and code generation, and the creation of virtual assistants. The latter part of the book shows you how to effectively monitor and ensure security and privacy in Amazon Bedrock.
By the end of this book, you'll have gained a solid understanding of building and scaling generative AI apps using Amazon Bedrock, along with various architecture patterns and security best practices that will help you solve business problems and drive innovation in your organization.
What you will learnExplore the generative AI landscape and foundation models in Amazon BedrockFine-tune generative models to improve their performanceExplore several architecture patterns for different business use casesGain insights into ethical AI practices, model governance, and risk mitigation strategiesEnhance your skills in employing agents to develop intelligence and orchestrate tasksMonitor and understand metrics and Amazon Bedrock model responseExplore various industrial use cases and architectures to solve real-world business problems using RAGStay on top of architectural best practices and industry standardsWho this book is for
This book is for generalist application engineers, solution engineers and architects, technical managers, ML advocates, data engineers, and data scientists looking to either innovate within their organization or solve business use cases using generative AI. A basic understanding of AWS APIs and core AWS services for machine learning is expected.
Table of ContentsExploring Amazon BedrockAccessing and Utilizing Models in Amazon BedrockEngineering Prompts for Effective Model UsageCustomizing Models for Enhanced PerformanceHarnessing the Power of RAGGenerating and Summarizing Text with Amazon BedrockBuilding Question Answering Systems and Conversational InterfacesExtracting Entities and Generating Code with Amazon BedrockGenerating and Transforming Images Using Amazon BedrockDeveloping Intelligent Agents with Amazon BedrockEvaluating and Monitoring Models with Amazon BedrockEnsuring Security and Privacy in Amazon Bedrock
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Generative Artificial Intelligence: Concepts and Applications
English | 2025 | ISBN: 1394209223 | 292 Pages | PDF | 66 MB
Generative AI stands at the forefront of artificial intelligence innovation, redefining the capabilities of machines to create, imagine, and innovate. GAI explores the domain of creative production with new and original content across various forms, including images, text, music, and more. In essence, generative AI stands as evidence of the boundless potential of artificial intelligence, transforming industries, sparking creativity, and challenging conventional paradigms. It represents not just a technological advancement but a catalyst for reimagining how machines and humans collaborate, innovate, and shape the future.
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Genetically Modified Organisms
by Huseyin Tombuloglu, Guzin Tombuloglu
English | 2024 | ISBN: 0854669620 | 163 Pages | True PDF | 2.3 MB
This book showcases the most recent advancements in genomics and biotechnology and the ongoing challenges and prospects in creating genetically modified organisms (GMOs). Readers will be acquainted with cutting-edge progress and patterns in gene and genome editing technologies and their diverse applications in medicine, biotechnology, and industry across various organisms. Furthermore, the text delves into the safety considerations and potential uses of GMOs and the regulatory frameworks in different countries. It also presents case studies illustrating how GMOs have catalyzed advancements in medicine, agriculture, and industry. This book consolidates recent discoveries and addresses the informational needs of students and researchers in the field.
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Zofia Stone, "Genghis Khan: A Biography"
English | 2017 | ISBN: 9386367114 | EPUB | pages: 194 | 0.2 mb
Genghis Khan, was the founder of the Mongol Empire, which became the largest contiguous empire in history after his death. In this book the reader will learn all about his life right from his childhood to his rise as the ruler of Mongolia till his death. A chapter in the book is also dedicated to the Mongol Military Tactics and Organization.
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William D. Rubinstein, "Genocide"
English | 2004 | ISBN: 0582506018 | EPUB | pages: 330 | 0.4 mb
Genocide is a topic beset by ambiguities over meaning and double standards. In this stimulating and gripping history, William Rubinstein sets out to clarify the meaning of the term genocide and its historical evolution, and provides a working definition that informs the rest of the book. He makes the important argument that each instance of genocide is best understood within a particular historical framework and provides an original chronology of these distinct frameworks. In the final part of the book he critically examines a number of alleged past and recent genocides: from native Americans, slavery, the Irish famine, homosexuals and gypsies in the Nazi concentration camps, Yugoslavia, Rwanda through to the claims of pro-lifers and anti-abortionists.
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Gentlemen of the Woods: Manhood, Myth, and the American Lumberjack by Willa Hammitt Brown
English | February 18, 2025 | ISBN: 1517912458, 9781452971520 | True EPUB | 368 pages | 10 MB
Lumberjacks: the men, the myth, and the making of an American legend
The folk hero Paul Bunyan, burly, bearded, wielding his big ax, stands astride the story of the upper Midwest-a manly symbol of the labor that cleared the vast north woods for the march of industrialization while somehow also maintaining an aura of pristine nature. This idea, celebrated in popular culture with songs and folktales, receives a long overdue and thoroughly revealing correction in Gentlemen of the Woods, a cultural history of the life and lore of the real lumberjack and his true place in American history.
Now recalled as heroes of wilderness and masculinity, lumberjacks in their own time were despised as amoral transients. Willa Hammitt Brown shows that nineteenth-century jacks defined their communities of itinerant workers by metrics of manhood that were abhorrent to the residents of the nearby Northwoods boomtowns, valuing risk-taking and skill rather than restraint and control. Reviewing songs, stories, and firsthand accounts from loggers, Brown brings to life the activities and experiences of the lumberjacks as they moved from camp to camp. She contrasts this view with the popular image cultivated by retreating lumber companies that had to sell off utterly barren land. This mythologized image glorified the lumberjack and evoked a kindly, flannel-wearing, naturalist hero.
Along with its portrait of lumberjack life and its analysis of the creation of lumberjack myth, Gentlemen of the Woods offers new insight into the intersections of race and social class in the logging enterprise, considering the actual and perceived roles of outsider lumberjacks and Native inhabitants of the northern forests. Anchored in the dual forces of capitalism and colonization, this lively and compulsively readable account offers a new way to understand a myth and history that has long captured our collective imagination.
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Laxmi Ramasubramanian, "Geographic Information Science and Public Participation"
English | 2008 | pages: 178 | ISBN: 3540754008 | PDF | 5,1 mb
Computer-mediated participation is at the crossroads. In the early heady days of the digital revolution, access to "high" technologies such as GIS promised the empowerment of marginalized communities by providing data and information that was previously hidden away from public view. To a great extent, this goal has been achieved at least in the U.S. and Western Europe - data about a range of government initiatives and raw data about different aspects of spatial planning such as land use, community facilities, property ownership are available a mouse-click away. Now, that we, the public, have access to information, are we able to make better plans for the future of our cities and regions? Are we more inclusive in our planning efforts? Are we able to foster collaborative governance structures mediated by digital technologies? In the book, these issues will be discussed using a three-part structure. The first part of the book will be theoretical - it will review the literature in the field, establish a framework to organize the literature and to link three different subject areas (participation and community development, GIS and other related technologies, and planning processes). The second part of the book will be a series of success stories, case studies that review actual situations where participatory planning using GIS has enabled community wellbeing and empowerment. These case studies will vary in scale and focus on different planning issues (planning broadly defined). The final part of the book will step back to review alternative scenarios for the future, exploring where we are headed, as the technologies we are using to plan rapidly change.
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Geological and Geo-Environmental Processes on Earth by Arun Kumar Shandilya
English | EPUB | 2021 | 328 Pages | ISBN : 9811641218 | 228.7 MB
This edited volume dedicated to late Prof. P.S. Saklani addresses the multidisciplinary themes pertaining to role of tectonism and magmatism in Crustal Evolution and global distribution of metallic and non metallic mineral deposits. It gives valuable information on geodynamic evolution, structural, petrological, isotopic, metamorphic, geochemical and geochronological attributes of continental and oceanic crust and is challenging reassessments of the existing paradigms. It addresses the implication of magmatism, metallogeny and application of geochronological ages (U-Pb SHRIMP age, Lu-Hf isotopic system; detrital zircons).
This book also advocates the role of tectonics in contamination of ground water, and control on drainage pattern and geothermal systems. It explores the vulnerability of earth towards natural hazards viz. earthquakes, floods, cyclones, tsunami, volcanism, cyclones and drought. This volume throws light on the applications of remote sensing, GIS (Geographical Information System) and SRTM data for evaluation of the morphometric and morphotectonic parameters and exploring the susceptibility of river basins toward erosion and flood. It will be beneficial to graduate and post-graduate students as well as professionals and researchers.
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Geometric Gems: An Appreciation For Geometric Curiosities, Volume III: The Wonders of Circles
English | 2025 | ISBN: 9811294135 | 261 Pages | PDF (True) | 15 MB
Our physical world is embedded in a geometric environment. Plane geometry has many amazing wonders beyond those that are briefly touched on at school. The circle, one of the basic aspects of geometry, has a plethora of unexpected curiosities, which the authors present in an easily understandable fashion requiring nothing more than the very basics of school geometry to appreciate these curiosities and their justifications or proofs.The book is intended to be widely appreciated by a general readership, whose love for geometry should be greatly enhanced through exploring these many unexpected relationships. Geometric Gems is also suitable for mathematics teachers, to enhance the education of their students with these highly motivating circle properties.
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Geometric Patterns with Creative Coding: Coding for the Arts by Selçuk Artut
English | PDF EPUB (True) | 2023 | 410 Pages | ISBN : 1484293886 | 153.6 MB
Facilitate coding in generating geometric motives with a special focus on analyzing their geometric formulations. This book aims to teach analytical coding skills by combining arts and mathematics.
Geometric patterns are quintessentially important for understanding today's media arts and their relationship with mathematics. With the main emphasis on this, author Selçuk Artut proposes a certain workflow to mathematically analyze a geometric pattern and use creative coding skills to render it on a computer screen.
When done, you'llunderstand the basics of coding and expand the provided structure to cover issues of creative coding in particular. This book will also present a workflow to geometrically analyze and build patterns with detailed examples.
What You Will Learn
Gain insight into the field of geometric patterns and its cultural value
Review dialectic creativity thattakes place between humans and computers
Use code as a creative tool to use human-computer interaction to develop one's creative skills
Who This Book Is For
Any person who has an interest in using coding as a creative tool. University students from Arts, Design, Architecture, and Computer Science departments. Artists and designers who are eager to implement creative coding in their artistic production.
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Sylvie Paycha, "GEOMETRIC, ALGEBRAIC AND TOPOLOGICAL METHODS FOR QUANTUM FIELD THEORY - PROCEEDINGS OF THE 2011 VILLA DE LEYVA SUMMER SC"
English | ISBN: 9814460044 | 2013 | 380 pages | EPUB | 18 MB
Based on lectures held at the 7th Villa de Leyva summer school, this book presents an introduction to topics of current interest in the interface of geometry, topology and physics. It is aimed at graduate students in physics or mathematics with interests in geometric, algebraic as well as topological methods and their applications to quantum field theory.This volume contains the written notes corresponding to lectures given by experts in the field. They cover current topics of research in a way that is suitable for graduate students of mathematics or physics interested in the recent developments and interactions between geometry, topology and physics. The book also contains contributions by younger participants, displaying the ample range of topics treated in the school. A key feature of the present volume is the provision of a pedagogical presentation of rather advanced topics, in a way which is suitable for both mathematicians and physicists.
Read more
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Geometry Workbook For Dummies by Mark Ryan
English | November 13, 2024 | ISBN: 1394276125 | 336 pages | MOBI | 10 Mb
Don't be a square! Strengthen your geometrical skills
Lots of students need extra practice to master geometry. Thankfully, there's Geometry Workbook For Dummies. Packed with hundreds of practice problems and easy-to-understand concept explanations, this book takes a hands-on approach to showing you the geometric ropes. Inside, you'll find a helpful review of basic terms and concepts, so you can hit the ground running when you get to the more advanced stuff. In classic Dummies style, this workbook offers easy ways to understand theorems, proofs, and other geometry fundamentals. Figure out congruent triangles, wrap your mind around angle-arc theorems, connect radii and chords, and get smart about all the core concepts of geometry.Work through hundreds of practice problems to solidify your geometry know-howClear up any confusion with easy-to-understand explanations of all key conceptsGet tips for avoiding common mistakes and improving your test scoresFor students or parents looking for a hands-on approach to learning geometry, this is the perfect Dummies guide. It's great resource all on its own, or pair it with Geometry For Dummies for even more effective book learning.
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David Atkinson, Klaus Dodds, "Geopolitical Traditions: Critical Histories of a Century of Geopolitical Thought"
English | 2000 | pages: 409 | ISBN: 0415172489 | PDF | 2,4 mb
Condemned as an intellectul poison by the late American geographer Richard Hartshbornem geopolitics has confounded its critics. Today it remains a popular and important intellectul field despite the persistent allegations that geopolitics helped to legitimate Hitler's policies of spatial expansionism and the domination of place. Using insights from critical geopolitics and cultural history, the contributoirs focus on how geopolitics has been created, negotiated and contested within a variety of intellectual and popular contexts. Geopolitical Traditions argues that geopolitics has to take responsibility for the past whilst at the same time reconceptualising geopolitics in a manner which accounts for the dramatic changes in the late twentieth century. The book is divided into three sections: firstly Rehtinking Geopolitical Histories concentrates on how geopolitical conversations between European scholars and the wider world unfolded; secondly Geopolitics, Nationa and Spirituality considers how geopolitical writings have been strongly influenced by religions, iconography adn doctrine with examples drawn from Catholicicsm, Judaism and Hinduism; and thirdly Reclaiming and Refocusing Geopolitics contemplates how geopolitics has been reformulated in the post-war period with illustrations from France and the United States. Geopolitical Traditions brings together scholars working in a variety of disciplines and locations in order to explore a hundred years of geopolitical thought. Sanjay Chaturedi Punjab University, India. Paul Claval, Eaubonne, France . Michael J. Heffernan Notingham University, UK, Les Hepple University of Bristol.
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Lt.-Colonel Alan L. Orr III USMC, "George Washington: America's First Strategic Leader"
English | 2014 | ASIN: B06XGMPDY9 | EPUB | pages: 27 | 0.2 mb
George Washington is widely recognized as one of the greatest strategic leaders in our nation's history. His ability to lead a rag-tag group of militia against the most powerful nation of his time appears to be unexplainable. Through further analysis though, one can begin to see a pattern appear that may explain why Washington's personal theory of war was so successful, and hence explain why he became such a great strategic leader. George Washington was not a particularly successful tactical leader, and his experiences in leading troops culminated prior to the Revolutionary War at the Regimental level. He went on to lead a productive life as a statesman in the Virginia legislature until the war with Britain erupted and he was cast into the role as America's first Commander in Chief. His ability to comprehend the conflict for what it was, as well as his ability to understand the will of his fellow countrymen allowed him to craft a wartime strategy for victory against the most powerful nation on earth at the time. He kept the will of the people, the tactics of the army and the desires of the state in balance to devise a strategy that would allow him to go down in history as America's first strategic leader.
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Georgia O'Keeffe: A Life, Expanded Edition by Roxana Robinson
English | October 1, 2020 | ISBN: 1684580323, 1526625245, 9781684580859 | True EPUB | 679 pages | 13.1 MB
One of the greatest and most admired artists of the twentieth century, Georgia O'Keeffe led a life rich in intense relationships-with family, friends, and especially with fellow artist Alfred Stieglitz. Her extraordinary accomplishments, such as the often eroticized flowers, bones, stones, skulls, and pelvises she painted with such command, are all the more remarkable when seen in the context of the struggle she waged between the rigorous demands of love and work.
When Roxana Robinson's definitive biography of O'Keeffe was first published in 1989, it received rave reviews and was named a New York Times Notable Book of the Year. This new edition features a new foreword by the author setting O'Keefe in an artistic context over the last thirty years since the book was first published, as well as previously unpublished letters of the young O'Keeffe to her lover, Arthur MacMahon. It also relates the story of Robinson's own encounter with the artist. As interest in O'Keeffe continues to grow among museum-goers and scholars alike, this book remains indispensable for understanding her life and art.
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Klaus Hilderbrand, "German Foreign Policy from Bismarck to Adenauer: The Limits of Statecraft"
English | 2007 | ISBN: 0044450702 | EPUB | pages: 272 | 0.5 mb
First Published in 1989. Tackling the problem of Germany's role in the history of world politics in the nineteenth and twentieth centuries is one of the most interesting tasks of historiography. Furthermore, the relationship between Britain and Germany is of central significance in understanding this role.
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Simon Forty, "German Infantryman Operations Manual: The German soldier 1939-45 (all models) "
English | ISBN: 1785211684 | 2018 | 192 pages | PDF | 22 MB
Between 1939 and 1945, close to 13 million men served in the German army - das Heer. The bulk of these men were infantrymen, who slogged their way, mostly on foot, from Finisterre to Moscow, Kirkenes to Tripoli. They swore unlimited obedience to Adolf Hitler and were ready to stake their lives for this oath: over 1.6 million men of das Heer were killed during the war and over 4.1 million were wounded.
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Ron Carden, "German Policy Toward Neutral Spain, 1914-191"
English | 2014 | ISBN: 1138024449, 1138975176 | EPUB | pages: 4534 | 0.2 mb
This volume describes and analyses the methods Germany used to reinforce Spain's independence thereby preventing Madrid's entry into the war on the Allied side. While there have been many studies dealing with the wartime economic histories of Holland, Switzerland, Denmark and Iceland, Spain, physically large and strategically situated has been largely ignored, with little American study of Spanish relations with the European belligerents having been done. Particular attention is paid to the forceful personality of Spanish King Alfonso XIII, who shrewdly used his special friendship with Kaiser Wilhelm II for Spanish profit: he remained a Francophile who shrewdly manipulated the Germans into thinking he favoured their side. At the same time Alfonso fended off the embrace of the Entente.
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Percy Knauth, Pierre van Paassen, "Germany in Defeat"
English | 2019 | ASIN: B082J69GLC | EPUB | pages: 292 | 0.4 mb
Germany in Defeat, first published in 1946, is the first hand, detailed account of Germany at the end of World War Two by Time correspondent Percy Knauth. The book details Knauth's travels across the war-ravaged country: from Berlin to concentration camps including Buchenwald and Salispilz, from Hitler's bunker to his mountain retreat (the Berghof at Berchtesgaden), and his interviews with German, American, and Russian military officials and German civilians. His visit to Hitler's underground bunker in Berlin just days after Hitler committed suicide is a fascinating story, and his description of Buchenwald provides a unique, chilling look at the conditions and workings of the Nazi death camp.
Percy Knauth, an American who attended school in Germany, worked first for the Chicago Tribune in Berlin, then for the New York Times. In 1942, he was the Paris Bureau Chief for Time magazine, and spent the next 28 years working for Time-Life publications in Paris, Berlin and New York. He retired as European editor in 1970 to devote his time to writing. Knauth died in 1995 at the age of 80.
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Agatha Ramm, "Germany, 1789-1919: A political history"
English | 2019 | ISBN: 0416339905 | EPUB | pages: 517 | 1.7 mb
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