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Free Download Python Deep Learning - Third Edition: Understand how deep neural networks work and apply them to real-world tasks by Ivan Vasilev English | November 24, 2023 | ISBN: 1837638500 | 362 pages | EPUB | 17 Mb Master effective navigation of neural networks, including convolutions and transformers, to tackle computer vision and NLP tasks using PythonKey FeaturesUnderstand the theory, mathematical foundations and the structure of deep neural networksBecome familiar with transformers, large language models, and convolutional networksLearn how to apply them on various computer vision and natural language processing problems Purchase of the print or Kindle book includes a free PDF eBookBook Description The field of deep learning has developed rapidly in the past years and today covers broad range of applications. This makes it challenging to navigate and hard to understand without solid foundations. This book will guide you from the basics of neural networks to the state-of-the-art large language models in use today. The first part of the book introduces the main machine learning concepts and paradigms. It covers the mathematical foundations, the structure, and the training algorithms of neural networks and dives into the essence of deep learning. The second part of the book introduces convolutional networks for computer vision. We'll learn how to solve image classification, object detection, instance segmentation, and image generation tasks. The third part focuses on the attention mechanism and transformers - the core network architecture of large language models. We'll discuss new types of advanced tasks, they can solve, such as chat bots and text-to-image generation. By the end of this book, you'll have a thorough understanding of the inner workings of deep neural networks. You'll have the ability to develop new models or adapt existing ones to solve your tasks. You'll also have sufficient understanding to continue your research and stay up to date with the latest advancements in the field.What you will learnEstablish theoretical foundations of deep neural networksUnderstand convolutional networks and apply them in computer vision applicationsBecome well versed with natural language processing and recurrent networksExplore the attention mechanism and transformersApply transformers and large language models for natural language and computer visionImplement coding examples with PyTorch, Keras, and Hugging Face TransformersUse MLOps to develop and deploy neural network modelsWho this book is for This book is for software developers/engineers, students, data scientists, data analysts, machine learning engineers, statisticians, and anyone interested in deep learning. Prior experience with Python programming is a prerequisite.Table of ContentsMachine Learning - an IntroductionNeural NetworksDeep Learning FundamentalsComputer Vision with Convolutional NetworksAdvanced Computer Vision ApplicationsNatural Language Processing and Recurrent Neural NetworksThe Attention Mechanism and TransformersExploring Large Language Models in DepthAdvanced Applications of Large Language ModelsMachine Learning Operations (ML Ops) Rapidgator https://rg.to/file/e7a1bf116195dbabaebe52643c1de53b/pt6xe.rar.html TakeFile https://takefile.link/s3zmwas4rqkm/pt6xe.rar.html Links are Interchangeable - Single Extraction

Free Download Python AI Programming: Navigating fundamentals of ML, deep learning, NLP, and reinforcement learning in practice by Patrick J English | January 3, 2024 | ISBN: 8119177630 | 184 pages | PDF | 5.90 Mb This book aspires young graduates and programmers to become AI engineers and enter the world of artificial intelligence by combining powerful Python programming with artificial intelligence. Beginning with the fundamentals of Python programming, the book gradually progresses to machine learning, where readers learn to implement Python in developing predictive models. The book provides a clear and accessible explanation of machine learning, incorporating practical examples and exercises that strengthen understanding. We go deep into deep learning, another vital component of AI. Readers gain a thorough understanding of how Python's frameworks and libraries can be used to create sophisticated neural networks and algorithms, which are required for tasks such as image and speech recognition. Natural Language Processing is also covered in the book, with fundamental concepts and techniques for interpreting and generating human-like language covered. The book's focus on computer vision and reinforcement learning is distinctive, presenting these cutting-edge AI fields in an approachable manner. Readers will learn how to use Python's intuitive programming paradigm to create systems that interpret visual data and make intelligent decisions based on environmental interactions. The book focuses on ethical AI development and responsible programming, emphasizing the importance of developing AI that is fair, transparent, and accountable. Each chapter is designed to improve learning by including practical examples, case studies, and exercises that provide hands-on experience. This book is an excellent starting point for anyone interested in becoming an AI engineer, providing the necessary foundational knowledge and skills to delve into the fascinating world of artificial intelligence. Key LearningsExplore Python basics and AI integration for real-world application and career advancement.Experience the power of Python in AI with practical machine learning techniques.Practice Python's deep learning tools for innovative AI solution development.Dive into NLP with Python to revolutionize data interpretation and communication strategies.Simple yet practical understanding of reinforcement learning for strategic AI decision making.Uncover ethical AI development and frameworks, and concepts of responsible and trustworthy AI.Harness Python's capabilities for creating AI applications with a focus on fairness and bias. Table of ContentIntroduction to Artificial IntelligencePython for AIData as Fuel for AIMachine Learning FoundationEssentials of Deep LearningNLP and Computer VisionHands-on Reinforcement LearningEthics to AI Rapidgator https://rg.to/file/699b8fe23ae6cb31aa6d77d1ab8c9600/e4tjk.rar.html TakeFile https://takefile.link/s1tpas1hgwgo/e4tjk.rar.html Links are Interchangeable - Single Extraction

Free Download Python (2nd Edition) Learn Python in a day and be a professional: Python for Beginners with practical coding (Python (1st Edition) Learn Python in a day and be a professional) by Basil U English | May 7, 2024 | ISBN: N/A | ASIN: B0D3LS1ZNS | 90 pages | PDF | 10 Mb Whether you are a beginner eager to dive into the realm of web development or an experienced developer looking to enhance your skills and broaden your knowledge base, these books are designed for you. This book will guide you through the steps required to build a robot web application, not only that, you will learn the requirements needed, the tools, and platforms. Why Django? Django, a high-level Python web framework, is renowned for its simplicity and efficiency, adhering to the principle of "Don't Repeat Yourself". It empowers developers to build secure, scalable, and maintainable websites swiftly. Python's clear syntax and Django's robust framework capabilities make it an ideal choice for developers looking to create powerful web applications with less code. What to Expect from These Books: This book is tailored to walk you through the essential concepts, tools, and practices to become proficient in Django. Starting from the basics of the respective languages and frameworks, we will delve into more complex topics, such as database integration, API construction, security enhancements, and application deployment. Practical examples and real-world projects will be integral to our exploration, ensuring that the knowledge you gain is not only theoretical but also applicable.For the Django Book: You will begin by understanding the fundamentals of Python, followed by a deep dive into Django's environment setup, its core components, and how to extend its capabilities with advanced features.Python Installation and Setup: this setup is required to enable you use python and integrate django into your applicationDjango Installation: Django, a high-level Python web framework, is renowned for its simplicity and efficiencyEnvironment Setup: setting up your environment makes your work easy like assign storage paths, for media and static filesRequirement: most developers like to use the IDE of their choice, I will be using Visual Studio Code Editor, kindly find the link here,Download Visual Studio Code - Mac, Linux, Windows, choose the operating system and select download to install and use, note you can choose to use any IDE of your choice.Integrating HTML template or website into your Django web applicationJazzmin admin: This package makes the integration of a secure and easy to use admin panel achievable, with Jazzmin you can easily integrate your admin panel just like using your normal bootstrap ADMIN LTEIntegrating partial in PagesIntegrating admin backendCustomizing Meta TagsUpload Properties from DashboardDisplay the Listed PropertiesNavigate to Property Details Page Rapidgator https://rg.to/file/2b05e35022cd80ffc3198ab4d7647390/oo0ks.rar.html TakeFile https://takefile.link/qjzn3o3akt48/oo0ks.rar.html Links are Interchangeable - Single Extraction

Free Download Python & SQL:: The Essential Guide for Programmers & Analysts by Kyle Todd English | August 9, 2024 | ISBN: N/A | ASIN: B0DCGCR44B | 117 pages | EPUB | 0.74 Mb Python & SQL: The Essential Guide for Programmers & Analysts is your roadmap to mastering data manipulation and analysis. Learn to extract, clean, and transform data with SQL, then leverage Python's power for in-depth exploration and modeling. It's also empowering you to harness the combined strengths of Python and SQL. This comprehensive resource covers data retrieval, cleaning, analysis, and visualization. Whether you're a programmer looking to expand your skill set or an analyst seeking to automate tasks, this book provides the practical knowledge and code examples you need to excel. This book is packed with real-world examples and hands-on exercises. Learn to query databases efficiently with SQL, then use Python to unlock data's potential through exploration, modeling, and visualization. This book bridges the gap between theory and practice, equipping you with the skills to solve complex data challenges. Rapidgator https://rg.to/file/c417c90a749bd5d245bb8c73edb86eae/s3yew.rar.html TakeFile https://takefile.link/o4izloo3hc2a/s3yew.rar.html Links are Interchangeable - Single Extraction

Free Download PyQt6 101: A Beginner's guide to PyQt6 by Edward Chang English | July 23, 2024 | ISBN: 8224056678 | 229 pages | EPUB | 2.23 Mb This book presents a concise, accessible introduction to PyQt6. It will: Show you the rungs using simple, up-to-date scripts. Explain all the basics you need to get started. Avoid all the dull theory. Slowly guide you to more advanced scripts. This book is perfect for the beginner who just wants to dabble and will serve as a motivator for further exploration for those interested in longer term use of PyQt6. Rapidgator https://rg.to/file/11588d807af520f28faa8a2caa365cab/8jf53.rar.html TakeFile https://takefile.link/yz687qqi3gpb/8jf53.rar.html Links are Interchangeable - Single Extraction

Free Download Puzzling Identities (Institute for Human Sciences Vienna Lecture Series) by Vincent Descombes, translated by Stephen Adam Schwartz English | February 15, 2016 | ISBN: 0674732146 | True PDF | 224 pages | 8.1 MB As a logical concept, identity refers to one and the same thing. So why, Vincent Descombes asks, do we routinely use "identity" to describe the feelings associated with membership in a number of different communities, as when we speak of our ethnic identity and religious identity? And how can we ascribe the same "identity" to more than one individual in a group? In Puzzling Identities, one of the leading figures in French philosophy seeks to bridge the abyss between the logical meaning of identity and the psychological sense of "being oneself." Bringing together an analytic conception of identity derived from Gottlob Frege with a psychosocial understanding stemming from Erik Erikson, Descombes contrasts a rigorously philosophical notion of identity with ideas of collective identity that have become crucial in contemporary cultural and political discourse. He returns to an argument of ancient Greek philosophy about the impossibility of change for a material individual. Distinguishing between reflexive and expressive views of "being oneself," he shows the connections between subjective identity and one's life and achievements. We form profound attachments to the particular communities by which we define ourselves. At the same time, becoming oneself as a modern individual requires a process of disembedding oneself from one's social milieu. This is how undergoing a crisis of identity while coming of age has become for us a normal stage in human life. Puzzling Identities demonstrates why a person has more than one answer to the essential question "Who am I?" Rapidgator https://rg.to/file/2db2b29bf5d2e738ec806a8819af5392/5xw4t.rar.html TakeFile https://takefile.link/ip31hi9dowff/5xw4t.rar.html Links are Interchangeable - Single Extraction

Free Download Gary Tyra, "Pursuing Moral Faithfulness: Ethics and Christian Discipleship" English | 2015 | ISBN: 0830824650 | PDF | pages: 309 | 1.7 mb Christianity is in a state of moral crisis. Even though people make moral decisions every day, many Christians lack both the ability to evaluate these decisions and a community of discipleship to help inspire a morally faithful life. Compared to the people around them, there is often no discernible difference in how Christians go about making moral choices. As a biblical and practical theologian with three decades of pastoral experience, who has also spent years teaching ethics to undergraduates, Gary Tyra approaches the topic with the practical goal of facilitating moral formation and encouraging an "everyday" moral faithfulness. Tyra argues that Christians can have confidence in their Christ-centered, Spirit-enabled ability to discern and do the will of God in any moral situation. Moral faithfulness follows from a life of Christian discipleship. In an age of moral apathy and theological confusion, Pursuing Moral Faithfulness is a breath of fresh air and a sign of hope for the future. Rapidgator https://rg.to/file/60d3355037c29226ff924a789cff6006/cqvjp.rar.html TakeFile https://takefile.link/l2e88urdpo34/cqvjp.rar.html Links are Interchangeable - Single Extraction

Free Download Pursuing Impact: Mission-Driven Strategic Planning for Nonprofits by Alicia M. Schatteman English | May 14, 2024 | ISBN: 1421448823 | 200 pages | PDF | 2.69 Mb Drive meaningful change, align your mission and vision, and achieve your nonprofit's goals with this in-depth, six-stage strategic planning guide for nonprofits. In Pursuing Impact, scholar and former nonprofit executive director Alicia Schatteman shares her unique experience and expertise to help organizations navigate the complexities of strategic planning effectively. Going beyond the typical step-by-step manuals, Schatteman addresses the nuances that nonprofit leaders face during the planning and implementation stages and emphasizes the cyclical nature of planning while acknowledging the need for flexibility and adaptability. Tailored to small and medium-sized nonprofits, this guide recognizes the challenges they may encounter with limited capacity and resources. Schatteman's comprehensive six-stage strategic planning cycle offers practical insights and strategies to guide nonprofit leaders from readiness to implementation. Drawing on her academic background and real-world experience, Schatteman presents a blend of research and practical application to take you through the process of identifying stakeholders, gathering data, involving the board, putting a plan together, and allocating resources. Through relatable stories and lessons learned from various nonprofits, she demystifies the process and empowers you to create strategic plans with impact. Pursuing Impact will help you transform your organization's future by providing the tools, insights, and resources you need to drive meaningful change, align your mission and vision, and achieve your goals. Strategic planning is not just a destination―it's an ongoing journey to success. Rapidgator https://rg.to/file/bf4a1519c027a88ca963ef651f59aa02/cadsg.rar.html TakeFile https://takefile.link/5en3ierz7l9u/cadsg.rar.html Links are Interchangeable - Single Extraction

Free Download Purposeful Birdwatching: Getting to Know Birds Better by Rob Hume English | February 20, 2024 | ISBN: 1784274682 | 336 pages | PDF | 64 Mb 'I remember well my first Bewick's swans, which I bumped into one November day not far from home. They looked at me, unsure whether or not to fly into the fog, as I tried to get as close as I dared. ... What is it, exactly, that can, many years later, recall such emotionally charged birding moments so vividly to mind? I can't really remember my birthdays at all, but my first green woodpecker and my first jay are firmly embedded. And with some of these things, the place it happened is equally important.' With its mix of memoir, gentle advice and enthusiastic advocacy, this book sets out a case for purposeful birdwatching. Along the way, it explains how to make your birding more enjoyable, fulfilling and worthwhile. Using ideas and techniques from his five decades of experience, Rob Hume reveals how an ever-enquiring approach to observation of the natural world can yield unexpected treasures - whether this be something rare or simply new details concealed in the apparently everyday. From the basics of equipment and methods, through the mysteries of seawatching, to special insights on the likes of honey-buzzards and goshawks, and a focus of some iconic sites, his breadth of knowledge ensures there is something for every curious birder. Illuminatingly illustrated throughout with the author's sketches and fieldnotes, at its heart this is a call to appreciate birds for themselves, as individuals and as species, and not merely as numbers on a list. It will help lead beginners towards a practical and more satisfying hobby, while also being of great interest to experienced birders who will relate to the content through their own experiences. Rapidgator https://rg.to/file/578d1361254b39638ec921b573546630/74frt.rar.html TakeFile https://takefile.link/lra27gihf19k/74frt.rar.html Links are Interchangeable - Single Extraction

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Free Download Yukiko Tatsumi, Taro Tsurumi, "Publishing in Tsarist Russia: A History of Print Media from Enlightenment to Revolution" English | 2020 | ISBN: 1350109339, 135024676X | EPUB | pages: 280 | 2.9 mb According to Benedict Anderson, the rapid expansion of print media during the late-1700s popularised national history and standardised national languages, thus helping create nation-states and national identities at the expense of the old empires. Publishing in Tsarist Russia challenges this theory and, by examining the history of Russian publishing through a transnational lens, reveals how the popular press played an important and complex Imperial role, while providing a "soft infrastructure" which the subjects could access to change Imperial order. As this volume convincingly argues, this is because the Russian language at this time was a lingua franca; it crossed borders and boundaries, reaching speakers of varying nationalities. Russian publications, then, were able to effectively operate within the structure of Imperialism but as a public space, they went beyond the control of the Tsar and ethnic Russians. This exciting international team of scholars provide a much-needed, fresh take on the history of Russian publishing and contribute significantly to our understanding of print media, language and empire from the 18th to 20th centuries. Publishing in Tsarist Russia is therefore a vital resource for scholars of Russian history, comparative nationalism, and publishing studies. Rapidgator https://rg.to/file/a8c4ac8b9cb6a72199b52900570f976e/62w2m.rar.html TakeFile https://takefile.link/l9cenei0d0dr/62w2m.rar.html Links are Interchangeable - Single Extraction

Free Download Publics and Counterpublics by Michael Warner English | June 15, 2002 | ISBN: 1890951285, 1890951293 | True EPUB | 334 pages | 2.8 MB Publics and Counterpublics revolves around a central question: What is a public? The idea of a public is a cultural form, a kind of practical fiction, present in the modern world in a way that is very different from other or earlier societies. Like the idea of rights, or nations, or markets, it can now seem universal. But it has not always been so. Publics exist only by virtue of their imagining. They are a kind of fiction that has taken on life, and very potent life at that. Publics have some regular properties as a form, with powerful implications for the way our social world takes shape; but much of modern life involves struggles over the nature of publics and their interrelation. There are ambiguities, even contradictions in the idea of a public. As it is extended to new contexts and media, new polities and rhetorics, its meaning can be seen to change, in ways that we have scarcely begun to appreciate. By combining historical analysis, theoretical reflection, and extended case studies, Publics and Counterpublics shows how the idea of a public works as a formal device in modern culture and traces its implications for contemporary life. Michael Warner offers a revisionist account at the junction of two intellectual traditions with which he has been associated: public-sphere theory and queer theory. To public-sphere theory, this book brings a new emphasis on cultural forms, and a new focus on the dynamics of counterpublics. To queer theory, it brings a new way of seeing how queer culture (among other examples) is shaped by the counterpublic environment. Rapidgator https://rg.to/file/e78b0ccdb7635557165d45ad722c5d7d/lw9u3.rar.html TakeFile https://takefile.link/y3vxgkjmvb7b/lw9u3.rar.html Links are Interchangeable - Single Extraction

Free Download Patricia Aelbrecht, "Public Space Design and Social Cohesion: An International Comparison" English | ISBN: 1138594032 | 2019 | 356 pages | PDF | 41 MB Social cohesion is often perceived as being under threat from the increasing cultural and economic differences in contemporary cities and the increasing intensity of urban life. Public space, in its role as the main stage for social interactions between strangers, clearly plays a role in facilitating or limiting opportunities for social cohesion. But what exactly is social cohesion, how is it experienced in the public realm, and what role can the design of city spaces have in supporting or promoting it? There are significant knowledge gaps between the social sciences and design disciplines and between academia and practice, and thus a dispersed knowledge base that currently lacks nuanced insight into how urban design contributes to social integration or segregation. This book brings together scholarly knowledge at the intersection of public space design and social cohesion. It is based on original scholarly research and a depth of urban design practice, and analyses case studies from a variety of cities and cultures across the Global North and Global South. Its interdisciplinary, cross-cultural analysis will be of interest to academics, students, policymakers and practitioners engaged with a range of subject areas, including urban design, urban planning, architecture, landscape, cultural studies, human geography, social policy, sociology and anthropology. It will also have significant appeal to a wider non-academic readership, given its topical subject matter. Read more Rapidgator https://rg.to/file/c7b90d07b595ce6b284477ab1802a365/yv3f9.rar.html TakeFile https://takefile.link/h5p9jrjknbep/yv3f9.rar.html Links are Interchangeable - Single Extraction

Free Download Frank Bezzina, "Public Service Reforms in a Small Island State: The Case of Malta " English | ISBN: 303074356X | 2021 | 363 pages | PDF | 4 MB This book provides a detailed examination of public service reforms in Malta. Focusing on both the trajectory and substance of the reforms, the volume provides a holistic treatment of the public sector in the European Union's smallest member state. The book is divided into four parts. Part I covers the historical background of public service administration and management in Malta from the 1500s to the 2010s. Part II focuses on recent reforms, begun in 2013, after the election of Prime Minister Joseph Muscat. Each chapter in this part addresses a particular reform theme: transparency and accountability; civil service systems and HR management; service delivery and digitalisation; organisation and management of government reforms; policy making, coordination, and implementation. Part III investigates the internal and external impact of the reforms, reporting and analyzing the results of a survey carried out among government employees and the Maltese population. The book concludes with a chapter on global reform trends that are likely to impact public service delivery in the future. Read more Rapidgator https://rg.to/file/869ff6f3813e8d913bbbd6949292ab43/jm42d.rar.html TakeFile https://takefile.link/a9m8ybvhzhlc/jm42d.rar.html Links are Interchangeable - Single Extraction

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Free Download Russell G. Smith, "Public Sector Criminological Research: The Australian Institute of Criminology, 1972-2022" English | ISBN: 3031283554 | 2023 | 539 pages | PDF | 14 MB This book explores the role and development of criminological research in the public sector during the last half-century. It identifies the benefits such research has provided and assesses whether the community has received value for the funds expended. The Australian Institute of Criminology is used as a case study to illustrate the challenges and pressures facing those who have sought to carry out independent crime and justice research in the public sector, to assess what fifty years of work has achieved and to determine whether or not there remains a need for criminologists to be employed by governments. The book is based on extensive archival research, administrative data analysis, interviews with current and previous staff and the perspectives of scholars in comparable institutions globally. It presents new historical information as well as current and future critical perspectives on crime and justice research in a unique Australian government organization. Read more Rapidgator https://rg.to/file/aa96b91898f87a7248311889b2fd4544/92jhz.rar.html TakeFile https://takefile.link/s24orheth18n/92jhz.rar.html Links are Interchangeable - Single Extraction

Free Download Carlos Oliveira Cruz, "Public Private Partnerships Renegotiations in Transportation: Case Studies from Portugal " English | ISBN: 3030985105 | 2022 | 207 pages | PDF | 6 MB There is a growing interest in Public-Private Partnerships (PPPs), particularly in infrastructure and public services. Under the scope of PPPs, renegotiations are becoming more relevant, as empirical evidence suggests that most PPP projects are inevitably renegotiated, i.e., the original contract needs to be adapted to new and unforeseen circumstances. Renegotiations have a substantial impact on the contract and performance of a PPP and usually represent significant costs for users and taxpayers. However, very little is known about the management and, mainly, the process of renegotiating that will, very likely, occur. This book provides a set of case-studies of PPP renegotiations in the transport sector. The authors illustrate the Portuguese experience, a country that has been using PPP extensively, particularly in transport. The case studies provide an extensive and detailed analysis on each aspect of the project and the renegotiation. What drives renegotiations? Why are some projects more renegotiated than others? What are the results? How can the performance of renegotiation processes be improved? These and other questions provide the basis for the discussions in this book. The novelty and value of the book come mainly from the extent of information available. Each case-study deals with these questions in much more detail than what is common in the case-studies approach. Read more Rapidgator https://rg.to/file/dd3f22708ee35237d758239002805844/74w7p.rar.html TakeFile https://takefile.link/jtt568jdpqlg/74w7p.rar.html Links are Interchangeable - Single Extraction

Free Download Matthew Carmona, "Public Places Urban Spaces: The Dimensions of Urban Design Ed 3" English | ISBN: 1138067784 | 2021 | 672 pages | PDF | 114 MB Public Places Urban Spaces provides a comprehensive overview of the principles, theory and practices of urban design for those new to the subject and for those requiring a clear and systematic guide. In this new edition the book has been extensively revised and restructured. Carmona advances the idea of urban design as a continuous process of shaping places, fashioned in turn by shifting global, local and power contexts. At the heart of the book are eight key dimensions of urban design theory and practice―temporal, perceptual, morphological, visual, social, functional―and two new process dimensions―design governance and place production. This extensively updated and revised third edition is more international in its scope and coverage, incorporating new thinking on technological impact, climate change adaptation, strategies for urban decline, cultural and social diversity, place value, healthy cities and more, all illustrated with nearly 1,000 carefully chosen images. Read more Rapidgator https://rg.to/file/ad3402b27a9ab7fb6c5161f18912d04e/vot11.rar.html TakeFile https://takefile.link/sclhhq0ebcpx/vot11.rar.html Links are Interchangeable - Single Extraction

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