It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you'll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language.Written by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical cases studies. It's ideal for analysts new to Python and for Python programmers new to scientific computing.Use the IPython interactive shell as your primary development environmentLearn basic and advanced NumPy (Numerical Python) featuresGet started with data analysis tools in the pandas libraryUse high-performance tools to load, clean, transform, merge, and reshape dataCreate scatter plots and static or interactive visualizations with matplotlibApply the pandas groupby facility to slice, dice, and summarize datasetsMeasure data by points in time, whether it's specific instances, fixed periods, or intervalsLearn how to solve problems in web analytics, social sciences, finance, and economics, through detailed examples

    This book shows how to integrate HR practices with the mission of their organization. An accessible tool complete with an instructor s manual, this book provides an integrated approach to current HR concerns and is unique in its focus on both public and nonprofit agencies. Offering guidance and techniques for implementing effective human resource management strategies job analysis, performance evaluation, recruitment and selection, training and development, compensation and benefits, and collective bargaining Pynes demonstrates how strategic human resources management is essential to proactively managing change.

    His conception of the universe pervades Christian theology. Knowledge of his thought is necessary to understand Bacon, Galileo, and the modern scientific view of nature, as well as Dante and many passages from Chaucer, Shakespeare, and Milton. Many phrases such as liberal education and theory contrasted with practice originated with this student of Plato and tutor of Alexander the Great.Writing to inform the beginner and stimulate the expert, eminent scholar A. E. Taylor presents a searching analysis of Aristotle's thought, including classification of the sciences; formal logic; theory of knowledge; matter and form; the four causes; God; physics; biology; sensation; ethics; theory of the state; and the fine arts. He also considers Aristotle's provincialism, errors regarding the nervous system and astronomy, and defense of slavery.The Giants of Philosophy is a series of dramatic presentations, in understandable language, of the concerns, questions, interests, and overall world view of history's greatest philosophers. Special emphasis on clear and relevant explanations gives you a new arsenal of insights toward living a better life.

    However, in a country of more than 325 million people, addressing everyone's issues is challenging. How can we effect beneficial change for everyone so we all can thrive? What is the great equalizer?In this book, Daniel E. Dawes argues that political determinants of health create the social drivers--including poor environmental conditions, inadequate transportation, unsafe neighborhoods, and lack of healthy food options--that affect all other dynamics of health. By understanding these determinants, their origins, and their impact on the equitable distribution of opportunities and resources, we will be better equipped to develop and implement actionable solutions to close the health gap.Dawes draws on his firsthand experience helping to shape major federal policies, including the Affordable Care Act, to describe the history of efforts to address the political determinants that have resulted in health inequities. Taking us further upstream to the underlying source of the causes of inequities, Dawes examines the political decisions that lead to our social conditions, makes the social determinants of health more accessible, and provides a playbook for how we can address them effectively. A thought-provoking and evocative account that considers both the policies we think of as health policy and those that we don't, The Political Determinants of Health provides a novel, multidisciplinary framework for addressing the systemic barriers preventing the United States from becoming the healthiest nation in the world.

    You may find it for free on the web. Purchase of the Kindle edition includes wireless delivery.

    Updated to cover the new Transportation and Structural codes. As the most comprehensive reference and study guide available for engineers preparing for the morning and afternoon topics on the Civil PE exam, the 11th edition of the Civil Engineering Reference Manual provides a concentrated review of the exam topics. No other exam-focused publication is more complete. The Most Trusted Reference for the Civil PE Exam is also the Most Up-To-Date A complete introduction to the exam format and content A suggested study schedule, plus tips for successful exam preparation Nearly 500 solved example problems Hundreds of key tables, charts, and figures at your fingertips An easy-to-use index and full glossary for quick reference Perfect for post-exam reference What's New in the 11th Edition 4 new construction engineering chapters Over 35 updated chapters—including extensively revised structural and transportation chapters 100 new equations Over 300 new, easy-to-use index entriesExam Topics CoveredConstruction—NewGeotechnical—UpdatedStructural—UpdatedTransportation—UpdatedWater Resources & Environmental—Updated_____________________________Since 1975 more than 2 million people preparing for their engineering, surveying, architecture, LEED®, interior design, and landscape architecture exams have entrusted their exam prep to PPI. For more information, visit us at www.ppi2pass.com.

    In recent years, while continuing to learn more about strengths, Gallup scientists have also been ex....

    Experience the incredible exploits of this young elk as he grows to become a great leader of his kind. His life is one of challenge and near tragedy as he struggles to survive the often violent life that is nature. Under the guidance of great bulls and mysterious spirit guides, this brave young bull grows to understand the never-ending circle of life and the oneness that he and all living things share. Enter the brutally honest world that is nature, and walk the journey of this courageous young bull as by his grandeur he brings all four-legged ones to a great oneness with their most feared enemy, man. You will laugh and cry as this young elk grows to become that which you an I hope someday to be.

    Pure Substances, The First And Second Laws, Gases, Psychrometrics, The Vapor, Gas And Refrigeration Cycles, Heat Transfer, Compressible Flow, Chemical Reactions, Fuels, And More Are Presented In Detail And Enhanced With Practical Applications. This Version Presents The Material Using SI Units And Has Ample Material On SI Conversion, Steam Tables, And A Mollier Diagram. A CD-ROM, Included With The Print Version Of The Text, Includes A Fully Functional Version Of Quickfield (Widely Used In Industry), As Well As Numerous Demonstrations And Simulations With MATLAB, And Other Third Party Software.

    His major works include the Houston Museum of Fine Art, Davis Art Museum at Wellesley College, the Stockholm Museum of Modern Art and Architecture, and the Potzdammer Platz Hotel in Berlin. Now Moneo will be known as a daring critic as well. In this book, he looks at eight of his contemporaries--all architects of international stature--and discusses the theoretical positions, technical innovations, and design contributions of each. Moneo's discussion of these eight architects--James Stirling, Robert Venturi, Aldo Rossi, Peter Eisenman, Alvaro Siza, Frank Gehry, Rem Koolhaas, and the partnership of Jacques Herzog and Pierre De Meuron--has the colloquial, engaging tone of a series of lectures on modern architecture by a master architect; the reader hears not the dispassionate theorizing of an academic, but Moneo's own deeply held convictions as he considers the work of his contemporaries. More than 500 illustrations accompany the text.Discussing each of the eight architects in turn, Moneo first gives an introductory profile, emphasizing intentions, theoretical concerns, and construction procedures. He then turns to the work, offering detailed critical analyses of the works he considers to be crucial for an informed understanding of this architect's work. The many images he uses to illustrate his points resemble the rapid-fire flash of slides in a lecture, but Moneo's perspective is unique among lecturers. These profiles are not what Moneo calls the tacit treatises that can be found on the shelves of a university library, but lively encounters of architectural equals.

    It discusses how to plan your stargazing and what you can see with your eyes, as well as how to choose binoculars and telescopes and what you can see using them. The book also offers seasonal star charts and constellation charts and gives readers specific objects to look for in the sky. This guide from Royal Observatory Greenwich provides all you need to know to get started in stargazing and discover the universe.

    Two of the enemy soldiers, which we often referred to as gooks, quickly came after me. As I quickly mowed them down with my automatic rifle, I crawled backwards away from the enemy gunfire, using my helmet to push sand in front of me as I went, which made it possible to look behind me. But as I looked back, I realized that my safety net was no longer safe. I saw my entire company falling like dominoes. Medics were running left and right, risking their lives to help others with bravery that even the most amazing soldier couldn’t hope to match. Some of the events I witnessed during that moment were beyond comprehension. I watched a young, courageous black medic take an 81-millimeter round to his head, and his whole body instantly turned to smoke. Young nineteen and twenty year old kids were crying like children, but fighting like someone had raped their sisters. So many things were going through my head at that moment, and in one single heartbeat I was overwhelmed with a flashback of my entire life. This is my story, from point A to B, of my life and times in the midst of hell on Earth.”

    Acclaimed data scientist DJ Patil details a new approach to solving problems in Data Jujitsu.Learn how to use a problem's "weight" against itself to:Break down seemingly complex data problems into simplified partsUse alternative data analysis techniques to examine themUse human input, such as Mechanical Turk, and design tricks that enlist the help of your users to take short cuts around tough problemsLearn more about the problems before starting on the solutions—and use the findings to solve them, or determine whether the problems are worth solving at all.

    The book has undergone three editions, several reprints, and revised reprints in a span of 13 years. There are many biochemistry textbooks in the market. Some of them are purely basic while others are applied, and there are very few books which cover both these aspects together. For this reason, the students learning biochemistry in their undergraduate courses have to depend on multiple books to acquire a sound knowledge of the subject. This book, ‘Biochemistry’ is unique with a simultaneous and equal emphasis on basic and applied aspects of biochemistry. This textbook offers an integration of medical and pure sciences, comprehensively written to meet the curriculum requirements of undergraduate courses in medical, dental, pharmacy, life-sciences and other categories (agriculture, veterinary, etc.). This book is designed to develop in students a sustained interest and enthusiasm to learn and develop the concepts in biochemistry in a logical and stepwise manner. It incorporates a variety of pedagogic aids, besides colour illustrations to help the students understand the subject quickly and to the maximum. The summary and biomedical/clinical concepts are intended for a rapid absorption and assimilation of the facts and concepts in biochemistry. The self-assessment exercises will stimulate the students to think rather than merely learn the subject. In addition, these exercises (essays, short notes, fill in the blanks, multiple choice questions) set at different difficulty levels, will cater to the needs of all the categories of learners.New to This Edition The book offers an integration of medical and pure sciences, and is comprehensively written, revised and updated to meet the curriculum requirements of Medical, Pharmacy, Dental, Veterinary, Biotechnology, Agricultural Sciences, Life Sciences, and others studying Biochemistry as one of the subjects. It is the first text book on Biochemistry in English with multi-colour illustrations by an author from Asia. The use of multicolours is for a clearer understanding of the complicated biochemical reactions. It is written in a lucid style with the subject being presented as an engaging story growing from elementary information to the most recent advances, and with theoretical discussions being supplemented with illustrations, flowcharts, and tables for easy understanding of Biochemistry. It has each chapter beginning with a four-line verse followed by the text, biomedical concepts, a summary, and self-assessment exercises. The lively illustrations and text with appropriate headings and sub-headings in bold type faces facilitate reading path clarity and quick recall. It provides the most recent and essential information on Molecular Biology and Biotechnology, Diabetes, Cancer, Free Radicals, Free radicals and Antioxidants, Prostaglandins, etc. It describes a wide variety of case studies and biochemical correlations and several newer biomedical aspects- Metabolic syndrome, Therapeutic diets, Atkins diet, Trans fatty acids, Epigenetics, Nutrigenomics, Recombinant ribozymes, Membrane transport disorders, Pleural fluid etc. It contains the basics (Bioorganic and Biophysical Chemistry, Tools of Biochemistry, Immunology, and Genetics) for beginners to learn easily Biochemistry, origins of biochemical words, confusables in Biochemistry, principles of Practical Biochemistry, and Clinical Biochemistry Laboratory.

    When she lost the printing business that was their livelihood soon after they had lost both their mother and father, they also lost the home in which they had both been born. Relegated to a life in a grey tenement, and long hours of Ada working in the Bow match factory and little Emma selling wares on the cold, unaccommodating streets of east London, the sisters had nothing but each other. What they shared now was a life without warmth, a life of disadvantage, a life where roast lamb and gravy was no more than a shared illusion, where Christmas was not a day apart from any other. And then Ada was forced to enter into a contract with a monster. Would he sell her to the highest bidder just as he had done to so many women before? What would become of little Emma if she were taken from her? Everett Floyd was known to be heartless. How was it that two young, vulnerable and innocent girls could melt his icy heart without even trying? In an age of misery where money distinguished people - and separated lives - could two very different worlds come together to heal the pain of the past and bring a new reality?