Learn to use powerful Python libraries for effective data processing and analysisAbout This BookLearn the basic processing steps in data analysis and how to use Python in this area through supported packages, especially Numpy, Pandas, and MatplotlibCreate, manipulate, and analyze your data to extract useful information to optimize your systemA hands-on guide to help you learn data analysis using Python Who This Book Is For If you are a Python developer who wants to get started with data analysis and you need a quick introductory guide to the python data analysis libraries, then this book is for you.What You Will LearnUnderstand the importance of data analysis and get familiar with its processing stepsGet acquainted with Numpy to use with arrays and array-oriented computing in data analysisCreate effective visualizations to present your data using MatplotlibProcess and analyze data using the time series capabilities of PandasInteract with different kind of database systems, such as file, disk format, Mongo, and RedisApply the supported Python package to data analysis applications through examplesExplore predictive analytics and machine learning algorithms using Scikit-learn, a Python library In Detail Data analysis is the process of applying logical and analytical reasoning to study each component of data. Python is a multi-domain, high-level, programming language. It’s often used as a *ing language because of its forgiving syntax and operability with a wide variety of different eco-systems. Python has powerful standard libraries or toolkits such as Pylearn2 and Hebel, which offers a fast, reliable, cross-platform environment for data analysis. With this book, we will get you started with Python data analysis and show you what its advantages are. The book starts by introducing the principles of data analysis and supported libraries, along with NumPy basics for statistic and data processing. Next it provides an overview of the Pandas package and uses its powerful features to solve data processing problems. Moving on, the book takes you through a brief overview of the Matplotlib API and some common plotting functions for DataFrame such as plot. Next, it will teach you to manipulate the time and data structure, and load and store data in a file or database using Python packages. The book will also teach you how to apply powerful packages in Python to process raw data into pure and helpful data using examples. Finally, the book gives you a brief overview of machine learning algorithms, that is, applying data analysis results to make decisions or build helpful products, such as recommendations and predictions using scikit-learn.Style and approach This is an easy-to-follow, step-by-step guide to get you familiar with data analysis and the libraries supported by Python. Topics are explained with real-world examples wherever required.

Create, package, and customize stunning themes using PrimeFacesAbout This BookBuild PrimeFaces themes that meet the industry standardsCustomize your themes for mobile web applications with PrimeFaces MobileA precise, example-oriented guide to help you create interesting themes using the PrimeFaces tools Who This Book Is For If you are a Web Designer who wants to create and modify PrimeFaces themes then this book is for you. Basic knowledge of JSF, CSS, and HTML is assumed.What You Will LearnUse Maven to create JSF ProjectsCreate a custom theme using JQuery UI toolsPackage your theme for distribution and use your PrimeFaces-based web applications as drop in librariesDevelop additional dynamic look and feel elements that themes do not already supplyApply look and feel elements dynamically to views without causing page refreshesReduce code repetition by applying page templates to your JSF project In Detail Developing stunning themes for web applications has never been easier! PrimeFaces delivers a powerful set of features that enables JSF developers to create and customize awesome themes on the web. It is very easy to use because it comes as a single JAR file and requires no mandatory XML configuration. With more than 30 out-of-the-box themes, jQuery integration, a mobile UI toolkit, Ajax Push technology, and much more, PrimeFaces takes JSF application development to a whole new level! This book is a hands-on example-rich guide to creating and customizing PrimeFaces themes using available tools. Beginning with creating a JSF project and integrating the PrimeFaces library, this book will introduce you to the features of theme components, how these are structured, and how PrimeFaces uses JQuery UI to apply a theme to your application. You will learn to examine and change the CSS rules and get creative by setting standard icons and adding new icons to them. You will use a combination of JavaScript and CSS to enhance your application with help of scheduler component and go on to adapt and package your custom theme so that it is compatible with the Resource Manager. Finally, you will explore PrimeFaces mobile apps, ensuring themes are compatible with your mobile applications best practices for theme design.Style and approach This book is a concise, hands-on guide to developing PrimeFaces themes, working from the ground up with examples in each topic implemented in a web application. You will be encouraged to explore areas of your own interest without the requirement to stick to the letter of the chapter.

Jenny Rosenstrach, and her husband, Andy, regularly, some might say pathologically, cook dinner for their family every night.?Even when they work long days. Even when their kids' schedules pull them in eighteen different directions. They are not superhuman.?They are not from another planet. With simple strategies and common sense, Jenny figured out how to break down dinner—the food, the timing, the anxiety, from prep to cleanup—so that her family could enjoy good food, time to unwind, and simply be together.Using the same straight-up, inspiring voice that readers of her award-winning blog, Dinner: A Love Story,?have come to count on, Jenny never judges and never preaches. Every meal she dishes up?is a real meal, one that has been cooked and eaten and enjoyed at least a half dozen times by someone in Jenny's house. With inspiration and game plans for any home cook at any level, Dinner: A Love Story is as much for the novice who doesn't know where to start as it is for the gourmand who doesn't know how to start over when she finds herself feeding an intractable toddler or for the person who never thought about home-cooked meals until he or she became a parent.?This book is, in fact, for anyone interested in learning how to?make a meal to be shared with someone they love, and about how so many good, happy things?happen when we do.

Stepping Out Within by Robert W. Olsen has de*ive copy which is not yet available from the Publisher.

This unusual self-help book about surviving grief offers the reader comfort and inspiration. Each of us will face some loss, sorrow and disappointment in our lives, and The Courage to Grieve provides the specific help we need to enable us to face our grief fully and to recover and grow from the experience. Although the book emphasizes the response to the death of a loved one, The Courage to Grieve can help with every kind of loss and grief.Judy Tatelbaum gives us a fresh look at understanding grief, showing us that grief is a natural, inevitable human experience, including all the unexpected, intense and uncomfortable emotions like sorrow, guilt, loneliness, resentment, confusion, or even the temporary loss of the will to live. The emphasis is to clarify and offer help, and the tone is spiritual, optimistic, creative and easy to understand. Judy Tatelbaum provides excellent advice on how to help oneself and others get through the immediate experience of death and the grief that follows, as well as how to understand the special grief of children. Particularly useful are the techniques for completing or "finishing" grief--counteracting the popular misconception that grief never ends. The Courage to Grieve shows us how to live life with the ultimate courage: not fearing death. This book is about so much more than death and grieving it is about life and joy and growth.

A verse translation of the first great narrative poem in the English language that captures the feeling and tone of the original.

Along with reproduction, balancing energy expenditure with the limits of resource acquisition is essential for both a species and a population to survive. But energy is a limited resource, as we know well, so birds and mammals-the most energy-intensive fauna on the planet-must reduce energy expenditures to maintain this balance, some taking small steps, and others extreme measures.Here Brian K. McNab draws on his over sixty years in the field to provide a comprehensive account of the energetics of birds and mammals, one fully integrated with their natural history. McNab begins with an overview of thermal rates-much of our own energy is spent maintaining our 98.6?F temperature-and explains how the basal rate of metabolism drives energy use, especially in extreme environments. He then explores those variables that interact with the basal rate of metabolism, like body size and scale and environments, highlighting their influence on behavior, distribution, and even reproductive output. Successive chapters take up energy and population dynamics and evolution. A critical central theme that runs through the book is how the energetic needs of birds and mammals come up against rapid environmental change and how this is hastening the pace of extinction.

These days, the idea of the cyborg is less the stuff of science fiction and more a reality, as we are all, in one way or another, constantly connected, extended, wired, and dispersed in and through technology. One wonders where the individual, the person, the human, and the body are-or, alternatively, where they stop. These are the kinds of questions Hlne Mialet explores in this fascinating volume, as she focuses on a man who is permanently attached to assemblages of machines, devices, and collectivities of people: Stephen Hawking.Drawing on an extensive and in-depth series of interviews with Hawking, his assistants and colleagues, physicists, engineers, writers, journalists, archivists, and artists, Mialet reconstructs the human, material, and machine-based networks that enable Hawking to live and work. She reveals how Hawking-who is often portrayed as the most singular, individual, rational, and bodiless of all-is in fact not only incorporated, materialized, and distributed in a complex nexus of machines and human beings like everyone else, but even more so. Each chapter focuses on a de*ion of the functioning and coordination of different elements or media that create his presence, agency, identity, and competencies. Attentive to Hawking's daily activities, including his lecturing and scientific writing, Mialet's ethnographic analysis powerfully reassesses the notion of scientific genius and its associations with human singularity. This book will fascinate anyone interested in Stephen Hawking or an extraordinary life in science.

The Scars of Project 459 tells the environmental story of the Lake of the Ozarks, built by the Union Electric Company in 1931. At 55,000 acres, the lake was the biggest manmade lake in the United States at the time of its completion, and it remains the biggest in the Midwest, with 1,100 miles of shoreline in four different Missouri counties. Though created to generate hydroelectric power, not for development, the "e;Magic Dragon,"e; as it is popularly known because of its serpentine shape, has become a major recreational area. Located in some of the most spectacular Ozark scenery, the giant lake today attracts three million visitors annually and has more than 70,000 homes along its shoreline. Traci Angel shows how the popularity of the Lake of the Ozarks has resulted in major present-day problems, including poor water quality, loss of habitat, and increasing concerns about aging waste-management systems for the homes surrounding the lake. Many in the area, especially business owners whose incomes depend on tourism, resist acknowledging these problems. The Scars of Project 459 aims to make public the challenges facing this important resource and ensure that its future is not to be loved to death.

The origin of life is a hotly debated topic. The Christian Bible states that God created the heavens and the Earth, all in about seven days roughly six thousand years ago. This episode in Genesis departs markedly from scientific theories developed over the last two centuries which hold that life appeared on Earth about 3.5 billion years ago in the form of bacteria, followed by unicellular organisms half a millennia later. It is this version of genesis that Alexandre Meinesz explores in this engaging tale of life's origins and evolution.?How Life Began elucidates three origins, or geneses, of life-bacteria, nucleated cells, and multicellular organisms-and shows how evolution has sculpted life to its current biodiversity through four main events-mutation, recombination, natural selection, and geologic cataclysm.?As an ecologist who specializes in algae, the first organisms to colonize Earth, Meinesz brings a refreshingly novel voice to the history of biodiversity and emphasizes here the role of unions in organizing life. For example, the ingestion of some bacteria by other bacteria led to mitochondria that characterize animal and plant cells, and the chloroplasts of plant cells.?As Meinesz charmingly recounts, life's grandeur is a result of an evolutionary tendency toward sociality and solidarity. He suggests that it is our cohesion and collaboration that allows us to solve the environmental problems arising in the decades and centuries to come. Rooted in the science of evolution but enlivened with many illustrations from other disciplines and the arts, How Life Began?intertwines the rise of bacteria and multicellular life with Vermeer's portrait of Antoni van Leeuwenhoek, the story of Genesis and Noah, Meinesz's son's early experiences with Legos, and his own encounters with other scientists. All of this brings a very human and humanistic tone to Meinesz's charismatic narrative of the three origins of life.?

The most prominent naturalist in Britain before Charles Darwin, Richard Owen made empirical discoveries and offered theoretical innovations that were crucial to the proof of evolution. Among his many lasting contributions to science was the first clear definition of the term homology-"e;the same organ in different animals under every variety of form and function."e; He also graphically demonstrated that all vertebrate species were built on the same skeletal plan and devised the vertebrate archetype as a representation of the simplest common form of all vertebrates.Just as Darwin's ideas continue to propel the modern study of adaptation, so too will Owen's contributions fuel the new interest in homology, organic form, and evolutionary developmental biology. His theory of the archetype and his views on species origins were first offered to the general public in On the Nature of Limbs, published in 1849. It reemerges here in a facsimile edition with introductory essays by prominent historians, philosophers, and practitioners from the modern evo-devo community.

In this new edition, Arthur Fine looks at Einstein's philosophy of science and develops his own views on realism. A new Afterword discusses the reaction to Fine's own theory."e;What really led Einstein . . . to renounce the new quantum orderFor those interested in this question, this book is compulsory reading."e;-Harvey R. Brown, American Journal of Physics"e;Fine has successfully combined a historical account of Einstein's philosophical views on quantum mechanics and a discussion of some of the philosophical problems associated with the interpretation of quantum theory with a discussion of some of the contemporary questions concerning realism and antirealism. . . . Clear, thoughtful, [and] well-written."e;-Allan Franklin, Annals of Science"e;Attempts, from Einstein's published works and unpublished correspondence, to piece together a coherent picture of 'Einstein realism.' Especially illuminating are the letters between Einstein and fellow realist Schrdinger, as the latter was composing his famous 'Schrdinger-Cat' paper."e;-Nick Herbert, New Scientist"e;Beautifully clear. . . . Fine's analysis is penetrating, his own results original and important. . . . The book is a splendid combination of new ways to think about quantum mechanics, about realism, and about Einstein's views of both."e;-Nancy Cartwright, Isis

Rereading the Fossil Record presents the first-ever historical account of the origin, rise, and importance of paleobiology, from the mid-nineteenth century to the late 1980s.?Drawing on a wealth of archival material, David Sepkoski shows how the movement was conceived and promoted by a small but influential group of paleontologists and examines the intellectual, disciplinary, and political dynamics involved in the ascendency of paleobiology. By tracing the role of computer technology, large databases, and quantitative analytical methods in the emergence of paleobiology, this book also offers insight into the growing prominence and centrality of data-driven approaches in recent science.

For far too long humans have been ignoring nature. As the most dominant, overproducing, overconsuming, big-brained, big-footed, arrogant, and invasive species ever known, we are wrecking the planet at an unprecedented rate. And while science is important to our understanding of the impact we have on our environment, it alone does not hold the answers to the current crisis, nor does it get people to act. In Ignoring Nature No More, Marc Bekoff and a host of renowned contributors argue that we need a new mind-set about nature, one that centers on empathy, compassion, and being proactive.?This collection of diverse essays is the first book devoted to compassionate conservation, a growing global movement that translates discussions and concerns about the well-being of individuals, species, populations, and ecosystems into action. Written by leading scholars in a host of disciplines, including biology, psychology, sociology, social work, economics, political science, and philosophy, as well as by locals doing fieldwork in their own countries, the essays combine the most creative aspects of the current science of animal conservation with analyses of important psychological and sociocultural issues that encourage or vex stewardship. The contributors tackle topics including the costs and benefits of conservation, behavioral biology, media coverage of animal welfare, conservation psychology, and scales of conservation from the local to the global. Taken together, the essays make a strong case for why we must replace our habits of domination and exploitation with compassionate conservation if we are to make the world a better place for nonhuman and human animals alike.

Galileo's telescopic discoveries, and especially his observation of sunspots, caused great debate in an age when the heavens were thought to be perfect and unchanging. Christoph Scheiner, a Jesuit mathematician, argued that sunspots were planets or moons crossing in front of the Sun. Galileo, on the other hand, countered that the spots were on or near the surface of the Sun itself, and he supported his position with a series of meticulous observations and mathematical demonstrations that eventually convinced even his rival.?On Sunspots collects the correspondence that constituted the public debate, including the first English translation of Scheiner's two tracts as well as Galileo's three letters, which have previously appeared only in abridged form. In addition, Albert Van Helden and Eileen Reeves have supplemented the correspondence with lengthy introductions, extensive notes, and a bibliography. The result will become the standard work on the subject, essential for students and historians of astronomy, the telescope, and early modern Catholicism.

Technology permeates nearly every aspect of our daily lives. Cars enable us to travel long distances, mobile phones help us to communicate, and medical devices make it possible to detect and cure diseases. But these aids to existence are not simply neutral instruments: they give shape to what we do and how we experience the world. And because technology plays such an active role in shaping our daily actions and decisions, it is crucial, Peter-Paul Verbeek argues, that we consider the moral dimension of technology.?Moralizing Technology offers exactly that: an in-depth study of the ethical dilemmas and moral issues surrounding the interaction of humans and technology. Drawing from Heidegger and Foucault, as well as from philosophers of technology such as Don Ihde and Bruno Latour, Peter-Paul Verbeek locates morality not just in the human users of technology but in the interaction between us and our machines. Verbeek cites concrete examples, including some from his own life, and compellingly argues for the morality of things. Rich and multifaceted, and sure to be controversial, Moralizing Technology will force us all to consider the virtue of new inventions and to rethink the rightness of the products we use every day.

The act of interrogation, and the debate over its use, pervades our culture, whether through fictionalized depictions in movies and television or discussions of real-life interrogations on the news. But despite daily mentions of the practice in the media, there is a lack of informed commentary on its moral implications. Moving beyond the narrow focus on torture that has characterized most work on the subject, An Ethics of Interrogation is the first book to fully address this complex issue.In this important new examination of a controversial subject, Michael Skerker confronts a host of philosophical and legal issues, from the right to privacy and the privilege against compelled self-incrimination to prisoner rights and the legal consequences of different modes of interrogation for both domestic criminal and foreign terror suspects. These topics raise serious questions about the morality of keeping secrets as well as the rights of suspected terrorists and insurgents. Thoughtful consideration of these subjects leads Skerker to specific policy recommendations for law enforcement, military, and intelligence professionals.

Newly famous in the wake of the publication of her groundbreaking Autobiography of Alice B. Toklas, Gertrude Stein delivered her Narration lectures to packed audiences at the University of Chicago in 1935. Stein had not been back to her home country since departing for France in 1903, and her remarks reflect on the changes in American culture after thirty years abroad.In Stein's trademark experimental prose, Narration reveals the legendary writer's thoughts about the energy and mobility of the American people, the effect of modernism on literary form, the nature of history and its recording, and the inventiveness of the English language-in particular, its American variant. Stein also discusses her ambivalence toward her own literary fame as well as the destabilizing effect that notoriety had on her daily life. Restored to print for a new generation of readers to discover, these vital lectures will delight students and scholars of modernism and twentieth-century literature."e;Narration is a treasure waiting to be rediscovered and to be pirated by jolly marauders of sparkling texts."e;-Catharine Stimpson, NYU

"e;The questions he poses about the relationship between technical change and political power are pressing ones that can no longer be ignored, and identifying them is perhaps the most a nascent 'philosophy of technology' can expect to achieve at the present time."e;-David Dickson, New York Times Book Review"e;The Whale and the Reactor is the philosopher's equivalent of superb public history. In its pages an analytically trained mind confronts some of the most pressing political issues of our day."e;-Ruth Schwartz Cowan, Isis

Life is one of our most basic concepts, and yet when examined directly it proves remarkably contradictory and elusive, encompassing both the broadest and the most specific phenomena. We can see this uncertainty about life in our habit of approaching it as something at once scientific and mystical, in the return of vitalisms of all types, and in the pervasive politicization of life. In short, life seems everywhere at stake and yet is nowhere the same.In After Life, Eugene Thacker clears the ground for a new philosophy of life by recovering the twists and turns in its philosophical history. Beginning with Aristotle's originary formulation of a philosophy of life, Thacker examines the influence of Aristotle's ideas in medieval and early modern thought, leading him to the work of Immanuel Kant, who notes the inherently contradictory nature of "life in itself." Along the way, Thacker shows how early modern philosophy's engagement with the problem of life affects thinkers such as Gilles Deleuze, Georges Bataille, and Alain Badiou, as well as contemporary developments in the "speculative turn" in philosophy.At a time when life is categorized, measured, and exploited in a variety of ways, After Life invites us to delve deeper into the contours and contradictions of the age-old question, "what is life?"

Essays in Radical Empiricism