ProgExpand your skillset by learning how to perform data science, machine learning, and generative AI experiments in .NET Interactive notebooks using a variety of languages, including C#, F#, SQL, and PowerShell Key Features Learn Conduct a full range of data science experiments with clear explanations from start to finish Learn key concepts in data analytics, machine learning, and AI and apply them to solve real-world problems Access all of the code online as a notebook and interactive GitHub Codespace Purchase of the print or Kindle book includes a free PDF eBook Book Description As the fields of data science, machine learning, and artificial intelligence rapidly evolve, .NET developers are eager to leverage their expertise to dive into these exciting domains but are often unsure of how to do so. Data Science in .NET with Polyglot Notebooks is the practical guide you need to seamlessly bring your .NET skills into the world of analytics and AI. With Microsoft’s .NET platform now robustly supporting machine learning and AI tasks, the introduction of tools such as .NET Interactive kernels and Polyglot Notebooks has opened up a world of possibilities for .NET developers. This book empowers you to harness the full potential of these cutting-edge technologies, guiding you through hands-on experiments that illustrate key concepts and principles. Through a series of interactive notebooks, you’ll not only master technical processes but also discover how to integrate these new skills into your current role or pivot to exciting opportunities in the data science field. By the end of the book, you’ll have acquired the necessary knowledge and confidence to apply cutting-edge data science techniques and deliver impactful solutions within the .NET ecosystem. What you will learn Load, analyze, and transform data using DataFrames, data visualization, and descriptive statistics Train machine learning models with ML.NET for classification and regression tasks Customize ML.NET model training pipelines with AutoML, transforms, and model trainers Apply best practices for deploying models and monitoring their performance Connect to generative AI models using Polyglot Notebooks Chain together complex AI tasks with AI orchestration, RAG, and Semantic Kernel Create interactive online documentation with Mermaid charts and GitHub Codespaces Who this book is for This book is for experienced C# or F# developers who want to transition into data science and machine learning while leveraging their .NET expertise. It’s ideal for those looking to learn ML.NET and Semantic kernel and extend their .NET skills to data science, machine learning, and Generative AI Workflows.rammer’s guide to data science using ML.NET, OpenAI, and Semantic Kernel
ProgExpand your skillset by learning how to perform data science, machine learning, and generative AI experiments in .NET Interactive notebooks using a variety of languages, including C#, F#, SQL, and PowerShell Key Features Learn Conduct a full range of data science experiments with clear explanations from start to finish Learn key concepts in data analytics, machine learning, and AI and apply them to solve real-world problems Access all of the code online as a notebook and interactive GitHub Codespace Purchase of the print or Kindle book includes a free PDF eBook Book Description As the fields of data science, machine learning, and artificial intelligence rapidly evolve, .NET developers are eager to leverage their expertise to dive into these exciting domains but are often unsure of how to do so. Data Science in .NET with Polyglot Notebooks is the practical guide you need to seamlessly bring your .NET skills into the world of analytics and AI. With Microsoft’s .NET platform now robustly supporting machine learning and AI tasks, the introduction of tools such as .NET Interactive kernels and Polyglot Notebooks has opened up a world of possibilities for .NET developers. This book empowers you to harness the full potential of these cutting-edge technologies, guiding you through hands-on experiments that illustrate key concepts and principles. Through a series of interactive notebooks, you’ll not only master technical processes but also discover how to integrate these new skills into your current role or pivot to exciting opportunities in the data science field. By the end of the book, you’ll have acquired the necessary knowledge and confidence to apply cutting-edge data science techniques and deliver impactful solutions within the .NET ecosystem. What you will learn Load, analyze, and transform data using DataFrames, data visualization, and descriptive statistics Train machine learning models with ML.NET for classification and regression tasks Customize ML.NET model training pipelines with AutoML, transforms, and model trainers Apply best practices for deploying models and monitoring their performance Connect to generative AI models using Polyglot Notebooks Chain together complex AI tasks with AI orchestration, RAG, and Semantic Kernel Create interactive online documentation with Mermaid charts and GitHub Codespaces Who this book is for This book is for experienced C# or F# developers who want to transition into data science and machine learning while leveraging their .NET expertise. It’s ideal for those looking to learn ML.NET and Semantic kernel and extend their .NET skills to data science, machine learning, and Generative AI Workflows.rammer’s guide to data science using ML.NET, OpenAI, and Semantic Kernel
Learn how to improve the maintainability of C# code using modern tools and techniques to resolve technical debt while working safely and efficiently with legacy code Key Features Apply a wide range of refactoring techniques using the latest tools and features of C# Discover ways to safely improve your code using tests, Roslyn analyzers, and AI assistance Find ways of communicating technical debt and improving your code in agile and enterprise settings Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionSoftware projects start as brand-new greenfield projects, but invariably become muddied in technical debt far sooner than you’d expect. In Refactoring with C#, you'll explore what technical debt is and how it arises before walking through the process of safely refactoring C# code using modern tooling in Visual Studio and more recent C# language features using C# 12 and .NET 8. This book will guide you through the process of refactoring safely through advanced unit testing with XUnit and libraries like Moq, Snapper, and Scientist .NET. You'll explore maintainable code through SOLID principles and defensive coding techniques made possible in newer versions of C#. You'll also find out how to run code analysis and write custom Roslyn analyzers to detect and resolve issues unique to your code. The nature of coding is changing, and you'll explore how to use AI with the GitHub Copilot Chat to refactor, test, document, and generate code before ending with a discussion about communicating technical debt to leadership and getting organizational buy-in to refactor your code in enterprise organizations and in agile teams. By the end of this book, you'll understand the nature of refactoring and see how you can safely, effectively, and repeatably pay down the technical debt in your application while adding value to your business.What you will learn Understand technical debt, its causes and effects, and ways to prevent it Explore different ways of refactoring classes, methods, and lines of code Discover how to write effective unit tests supported by libraries such as Moq Understand SOLID principles and factors that lead to maintainable code Use AI to analyze, improve, and test code with the GitHub Copilot Chat Apply code analysis and custom Roslyn analyzers to ensure that code stays clean Communicate tech debt and code standards successfully in agile teams Who this book is forThis book is for any developer familiar with C# who wants to improve the code they work with on a day-to-day basis. While this book will be most beneficial to new developers with only a year or two of experience, even senior engineers and engineering managers can make the most of this book by exploring not just the process of refactoring, but advanced techniques with libraries like Moq, Snapper, Scientist .NET, and writing custom Roslyn analyzers.
This book explores the role of ritual in social life, human evolution, and religion. It explains the functions and purpose of varied rituals across the world by arguing they are mechanisms of ‘resource management’, providing a descriptive tool for understanding rituals and generating predictions about ritual survival. By showing how rituals have resulted from the need to cultivate social resources necessary to sustain cooperative groups, Rossano presents a unique examination of the function of rituals and how they cultivate, mobilize, and direct psychological resources. Rossano examines rituals from a diverse range of historical contexts, including the Greco-Romans, Soviet Russians, and those in ‘crisis cults’. The book shows how rituals address societal and community problems by cultivating three psychological resources – commitment to communal values, goodwill (both of humans and supernatural agents) and social support or social capital. Holding communities together in the face of threat, disaster, or apathy is one of ritual’s primary functions, and the author describes how our ancestors used ritual to become the highly social, inter-dependent primate that is Homo sapiens. Including examples from all over the world and providing detailed descriptions of both past and current ritual practices, this is fascinating reading for students and academics in psychology, sociology, religion, anthropology, and sociology.
A comprehensive guide to Kenya, this book includes: a colour section on wildlife; information on outdoor activities; listings of places to stay and eat; and tips for travel, communication and health. The Swahili language is also covered.
The story of introduced species in Texas is long (hogs were introduced by European settlers in the 1500s) and fraught with controversy. In Unnatural Texas? The Invasive Species Dilemma, Robin W. Doughty and Matt Warnock Turner introduce the “big hitters” of invasive species in the state. They profile the usual suspects—feral hogs, salt cedar, and fire ants—and also lesser known invasives, such as cats and sparrows. Blending natural and environmental history with geography, this book is a much-needed, balanced exploration of invasive species in Texas. The distinctions between native and invasive are not hard and fast, and perceptions of what is invasive have changed over the centuries. A striking example, free-ranging cats—domestic, stray, and feral—can wreak havoc on small mammal and bird populations. There is not a one-size-fits-all solution for invasives, and removal or complete eradication may not be possible or even desirable. The dilemma of what to do about invasive species also raises moral, social, economic, and cultural questions. This engaging introduction to the concept of invasive species in Texas will provide context for readers and will educate people on this important issue facing the state.
Organizations are globalizing at a frenetic rate. The world is becoming more connected each year and each generation of technology speeds up this process. What once took weeks and then days to share now can be done in minutes. This section will help you understand the dynamics of culture and diverse values in a global environment; how to manage across both virtual and physical borders; and how to sustain the performance and engagement of multi-ethnic, multifaceted employees. Also included are important insights on working in a global office space; how to use technology; how to collaborate effectively in global organizations; and “lessons learned” about cross-cultural values and leadership.
An introduction to the multidisciplinary field of hominin paleoecology for advanced undergraduate students and beginning graduate students, Early Hominin Paleoecology offers an up?to?date review of the relevant literature, exploring new research and synthesizing old and new ideas. Recent advances in the field and the laboratory are not only improving our understanding of human evolution but are also transforming it. Given the increasing specialization of the individual fields of study in hominin paleontology, communicating research results and data is difficult, especially to a broad audience of graduate students, advanced undergraduates, and the interested public. Early Hominin Paleoecology provides a good working knowledge of the subject while also presenting a solid grounding in the sundry ways this knowledge has been constructed. The book is divided into three sections—climate and environment (with a particular focus on the latter), adaptation and behavior, and modern analogs and models—and features contributors from various fields of study, including archaeology, primatology, paleoclimatology, sedimentology, and geochemistry. Early Hominin Paleoecology is an accessible entrée into this fascinating and ever-evolving field and will be essential to any student interested in pursuing research in human paleoecology.
Homeland Security discusses why and how the Department of Homeland Security was created and the measures taken by the Department to prevent terrorist attacks within the United States.
A collection of remarkable stories from the founders of charity Ocean Culture Life. Explore Earth’s most remote open oceans, with telling insights from the extraordinary heroes making new discoveries every day. The Ocean Speaks brings together more than 45 ocean culture life enthusiasts who have taken ocean protection into their own hands, documenting the unknown and telling stories that aim to connect humans with water. Whether they are divers, marine biologists, surfers, influencers, conservationists, photojournalists, or filmmakers, each of these ocean lovers is playing a part in deepening our understanding of our planet’s largest life support system, 80% of which remains unmapped, unobserved, and unexplored. Split geographically by oceans and continents, the stories include a project that documents the world’s largest population of tiger sharks in the Maldives, divers who unofficially patrol a UNESCO world heritage site near the volcanic ‘Ring of Fire’ in the Tropical Eastern Pacific, a visit to the touching but ghostly turtle cemetery in Malaysia, and incredible natural spectacles like the mass spawning of grouper in French Polynesia, or the humpback whales who flock to the remote Silver Bank in the Dominican Republic to birth and mate. With over 200 underwater images from every ocean on the globe, The Ocean Speaks is a stunning celebration of ocean life, a unique glimpse into the biggest habitat on the planet, and marks a small point on the journey towards protecting it. This inspiring collection of testimonies is a must for anyone concerned about our waters, and those wanting to protect our environment. The battle to protect the deep blue is ongoing, but stories like these are taking us in the right direction. Ocean Culture Life is a charity dedicated to promoting the conservation, protection, and improvement of the physical and natural marine environment, by widening and deepening public understanding of the ocean's issues and challenges.
SHORTLISTED FOR THE SPORTS BOOK AWARDS 2024 – CRICKET BOOK OF THE YEAR SHORTLISTED FOR THE CRICKET SOCIETY AND MCC BOOK OF THE YEAR AWARD 2024 'The gripping story of England's transformation from prissy blockers to double world champions' The Times 'A must-read for any cricket lover' Nasser Hussain, Former England captain and Sky Sports commentator The inside story of how England became the first men's team to hold both of cricket's World Cups simultaneously, from the players and key people involved. When England lifted the T20 World Cup in November 2022, they became the first ever men's team to be One-Day International and Twenty20 world champions simultaneously. In English sport, triumphs aren't just rare – they also tend to be followed by a collapse. England's white-ball cricket side was different: a team that followed scaling the summit by doing so again. They became, as Australia's captain put it, “the benchmark” for the rest of the world. White Hot tells the full story of how England built one of the most extraordinary sides ever seen in limited-overs cricket. First in 2019 and then in 2022, they produced a series of mesmerising performances to win two World Cups. It is a story of the vision and strategy that underpinned England's transformation from white-ball stragglers into a side at the very cutting edge of their sport. It is a story of a golden generation, and the development of a system that passed on those values to the players that came next. And it is a story of how a conservative sporting culture shed its inhibitions to become a hub of innovation where players were free to be aggressive - even in the most important games. Featuring exclusive interviews with players at the heart of the 2019 World Cup win, including Joe Root and Jason Roy; the 2022 World Cup victory, like Harry Brook, Sam Curran and Alex Hales; and double world champions including Moeen Ali, Adil Rashid, Chris Woakes and Mark Wood. With insight from coaches and administrators, including Trevor Bayliss, Rob Key, Matthew Mott and Andrew Strauss, it reveals how England changed their culture, attitude to unorthodoxy and approach to risk forever. White Hot examines this incredible journey in forensic detail. This is captivating reading for cricket fans - and anyone who wants to understand how a floundering team can become record-breakers.
What brought the ape out of the trees, and so the man out of the ape, was a taste for blood. This is how the story went, when a few fossils found in Africa in the 1920s seemed to point to hunting as the first human activity among our simian forebears—the force behind our upright posture, skill with tools, domestic arrangements, and warlike ways. Why, on such slim evidence, did the theory take hold? In this engrossing book Matt Cartmill searches out the origins, and the strange allure, of the myth of Man the Hunter. An exhilarating foray into cultural history, A View to a Death in the Morning shows us how hunting has figured in the western imagination from the myth of Artemis to the tale of Bambi—and how its evolving image has reflected our own view of ourselves. A leading biological anthropologist, Cartmill brings remarkable wit and wisdom to his story. Beginning with the killer-ape theory in its post–World War II version, he takes us back through literature and history to other versions of the hunting hypothesis. Earlier accounts of Man the Hunter, drafted in the Renaissance, reveal a growing uneasiness with humanity’s supposed dominion over nature. By delving further into the history of hunting, from its promotion as a maker of men and builder of character to its image as an aristocratic pastime, charged with ritual and eroticism, Cartmill shows us how the hunter has always stood between the human domain and the wild, his status changing with cultural conceptions of that boundary. Cartmill’s inquiry leads us through classical antiquity and Christian tradition, medieval history, Renaissance thought, and the Romantic movement to the most recent controversies over wilderness management and animal rights. Modern ideas about human dominion find their expression in everything from scientific theories and philosophical assertions to Disney movies and sporting magazines. Cartmill’s survey of these sources offers fascinating insight into the significance of hunting as a mythic metaphor in recent times, particularly after the savagery of the world wars reawakened grievous doubts about man’s place in nature. A masterpiece of humanistic science, A View to a Death in the Morning is also a thoughtful meditation on what it means to be human, to stand uncertainly between the wilderness of beast and prey and the peaceable kingdom. This richly illustrated book will captivate readers on every side of the dilemma, from the most avid hunters to their most vehement opponents to those who simply wonder about the import of hunting in human nature.
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