You’ll learn how to combine social web data, analysis techniques, and visualization to find what you’ve been looking for in the social haystack—as well as useful information you didn’t know existed.Each standalone chapter introduces techniques for mining data in different areas of the social Web, including blogs and email. All you need to get started is a programming background and a willingness to learn basic Python tools.Get a straightforward synopsis of the social web landscapeUse adaptable scripts on GitHub to harvest data from social network APIs such as Twitter, Facebook, LinkedIn, and Google+Learn how to employ easy-to-use Python tools to slice and dice the data you collectExplore social connections in microformats with the XHTML Friends NetworkApply advanced mining techniques such as TF-IDF, cosine similarity, collocation analysis, document summarization, and clique detectionBuild interactive visualizations with web technologies based upon HTML5 and JavaScript toolkits"A rich, compact, useful, practical introduction to a galaxy of tools, techniques, and theories for exploring structured and unstructured data." --Alex Martelli, Senior Staff Engineer, Google

    It brings together all the knowledge needed to write any program, use any standard or third-party Python 3 library, and create new library modules of your own.

    This updated edition includes all the changes in Python 3, itself a significant shift from earlier versions of Python.The book begins with basic but useful programs that teach the core features of syntax, control flow, and data structures. It then moves to larger applications involving code management, object-oriented programming, web development, and converting code from earlier versions of Python.True to his audience of experienced developers, the author covers common programming language features concisely, while giving more detail to those features unique to Python.Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book.

    With this insightful book, intermediate to experienced programmers interested in data analysis will learn techniques for working with data in a business environment. You'll learn how to look at data to discover what it contains, how to capture those ideas in conceptual models, and then feed your understanding back into the organization through business plans, metrics dashboards, and other applications.Along the way, you'll experiment with concepts through hands-on workshops at the end of each chapter. Above all, you'll learn how to think about the results you want to achieve -- rather than rely on tools to think for you.Use graphics to describe data with one, two, or dozens of variablesDevelop conceptual models using back-of-the-envelope calculations, as well asscaling and probability argumentsMine data with computationally intensive methods such as simulation and clusteringMake your conclusions understandable through reports, dashboards, and other metrics programsUnderstand financial calculations, including the time-value of moneyUse dimensionality reduction techniques or predictive analytics to conquer challenging data analysis situationsBecome familiar with different open source programming environments for data analysisFinally, a concise reference for understanding how to conquer piles of data.--Austin King, Senior Web Developer, MozillaAn indispensable text for aspiring data scientists.--Michael E. Driscoll, CEO/Founder, Dataspora

    The book begins by introducing the R language, including the development environment. Focusing on practical solutions, the book also offers a crash course in practical statistics and covers elegant methods for dealing with messy and incomplete data using features of R.About the TechnologyR is a powerful language for statistical computing and graphics that can handle virtually any data-crunching task. It runs on all important platforms and provides thousands of useful specialized modules and utilities. This makes R a great way to get meaningful information from mountains of raw data.About the BookR in Action is a language tutorial focused on practical problems. It presents useful statistics examples and includes elegant methods for handling messy, incomplete, and non-normal data that are difficult to analyze using traditional methods. And statistical analysis is only part of the story. You'll also master R's extensive graphical capabilities for exploring and presenting data visually. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. What's InsidePractical data analysis, step by stepInterfacing R with other softwareUsing R to visualize dataOver 130 graphsEight reference appendixes================================Table of ContentsPart I Getting startedIntroduction to RCreating a datasetGetting started with graphsBasic data managementAdvanced data managementPart II Basic methodsBasic graphsBasic statisticsPart III Intermediate methodsRegressionAnalysis of variancePower analysisIntermediate graphsRe-sampling statistics and bootstrappingPart IV Advanced methodsGeneralized linear modelsPrincipal components and factor analysisAdvanced methods for missing dataAdvanced graphics

    Introducing students to the many facets of neural networks, this text provides many case studies to illustrate their real-life, practical applications.

    THE ANCIENT MASTERPIECE OF EROTIC LITERATURE BROUGHT UP TO DATE BY AN ACCLAIMED SEX THERAPISTAnne Hooper, author of the popular Ultimate Sex Book analyzes and reinterprets the teachings of the Kama Sutra to guide today's loversMore than 100 color photographs clearly demonstrate the classic positions from the original erotic textspacked with provocative information that will bring more variety and excitement to your sex life

    It is suitable for a one or two semester university course on AI, as well as for researchers in the field.

    Please read all the way through.)) Alex is dead. Dead, and apparently with a one way ticket to a place that only the worst of the worst go. All for a simple choice he made about a product his company owned. Damned for all time. Luckily for him, he’s about to be given a chance. Another choice to make. He can instead, return to the land of the living, though his soul would belong to another. Except the world he’s being sent to, isn’t the same one he came from. It’s not even a similar period in time, but from something long past in history. The dark ages. And part of the deal to live again, is to make pacts with others. Pacts that would bind others in secrecy. That they could never speak of what they'd done. Deals for anything, and everything. From things as simple as a meal, to their very lives. How much would you give of yourself to live on in the world is an easy question. The better question, is how much would you take from others? If Alex wants to keep living, to keep his soul from being sent to the darkest corner of hell, he’ll have to ask himself that question. Daily. Warning: This novel explores dark subjects, and what people will give up of themselves, and each other, to get what they want. The main character is written as a real person in a tough situation, and will not make choices that line up with societal and cultural norms. It contains adult themes and moral ambiguities. As with my previous work, explicit scenes are found within. It has violence and a harem relationship. This is the Omnibus edition of the 1st Fostering Faust Trilogy. It contains all three books of the first trilogy. Only the description of the first book has been included to prevent spoilers from occurring. (Product Page for Book 1: https://www.amazon.com/gp/product/B07...) (Product Page for Book 2: https://www.amazon.com/gp/product/B07...) (Product Page for Book 3: https://www.amazon.com/gp/product/B07...)

    We look at how to set up your spreadsheet, getting data into Excel, formatting your spreadsheet, a bit of display management and how to print and share your spreadsheets. Learn Excel Visually The idea of these short handy bite-size books is to provide you with what I have found to be most useful elements of Excel within my day-to-day work and life. I don’t tell you about all the bells and whistles – just what you need on a daily basis. These eBooks are suitable for anyone who is looking to learn Excel and wants to increase their productivity and efficiency, both at work and home. Please bear in mind I don’t cover all functionality of all areas, the point is that I strip out anything that’s not useful and only highlight the functionality that I believe is useful on a daily basis. Don’t buy a huge textbook which you’ll never fully read, pick an eBook which is most relevant to your current learning, read it, apply it and then get on with your day.

    Based on the author’s 27 years of teaching experience, Genetics: A Conceptual Approach, Third Edition, builds upon features that have made past editions so successful:  an engaging writing style; relevant applications; an accessible and instructive art program; an emphasis on problem-solving; and, most importantly, a strong focus on concepts and connections.  To bring these key concepts into sharper focus, Ben Pierce has selectively reduced the amount of detail and has streamlined coverage to focus on essential concepts.

    How we react to a beautiful painting or symphony draws upon instincts laid down long before humans existed. Now, in this enhanced edition of the highly popular The Artful Universe, Barrow further explores the close ties between our aesthetic appreciation and the basic nature of the Universe. Barrow argues that the laws of the Universe have imprinted themselves upon our thoughts and actions in subtle and unexpected ways. Why do we like certain types of art or music? What games and puzzles do we find challenging? Why do so many myths and legends have common elements? In this eclectic and entertaining survey, Barrow answers these questions and more as he explains how the landscape of the Universe has influenced the development of philosophy and mythology, and how millions of years of evolutionary history have fashioned our attraction to certain patterns of sound and color. Barrow casts the story of human creativity and thought in a fascinating light, considering such diverse topics as our instinct for language, the origins and uses of color in nature, why we divide time into intervals as we do, the sources of our appreciation of landscape painting, and whether computer-generated fractal art is really art. Drawing on a wide variety of examples, from the theological questions raised by St. Augustine and C.S. Lewis to the relationship between the pure math of Pythagoras and the music of the Beatles, The Artful Universe Expanded covers new ground and enters a wide-ranging debate about the meaning and significance of the links between art and science.

    Photographs of actual cadaver dissections along with numerous schematic drawings aid the student in anatomic orientation. Chapters are organized by region, in order of a typical dissection. Each chapter contains two sections: a description and illustration of organs, and a depiction of those organs within the regional anatomy. New to this edition is an increase of MRI pictures, approximately 30 schematic drawings made even more precise, and an updated text where appropriate.A Brandon-Hill recommended title.

    It is the story of the great archaeological discoveries in Crete and Greece, made by Heinrich Schliemann and Sir Arthur Evans, who brought to light the burnt-out ruins of Troy, the Palace and treasure-filled tombs of the Mycenaean Kings, and the vast Palace of Sea Kings at Knossos. Chapters include The Treasure of Priam, Golden Mycenae, Island of Legend, and Palace of the Sea Kings.

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