Download or read book Data Queen written by Data Notebooks and published by Createspace Independent Publishing Platform. This book was released on 2018-11-19 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: This lined notebook makes the perfect gift for data queens, data nerds, scientists, analysts, software engineers, mathematicians, STEM students and programmers. 6x9 inches 110 pages Lined White paper Matte-finished cover
Download or read book Move Fast written by Jeff Meyerson and published by Software Daily. This book was released on 2021-07-06 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last fifteen years, every major aspect of our lives has changed because of Facebook. You may not like Facebook, but you can't deny its success. And to a large degree, that success stems from the "move fast" ethos. The entire culture of Facebook is built for speed. Move Fast is an exploration of modern software strategies and tactics through the lens of Facebook. Relying on in-depth interviews with more than two dozen Facebook engineers, this book explores the product strategy, cultural principles, and technologies that made Facebook the dominant social networking company. Most importantly, Move Fast investigates how you can apply those strategies to your creative projects. It's not easy to build a software company, but once you know how to move fast, your company will be prepared to build a strategy that benefits from the world's rapid changes, rather than suffering from them.
Download or read book Show Me the Data written by Teesaurus Publishing and published by Createspace Independent Publishing Platform. This book was released on 2018-11-17 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: This lined notebook makes the perfect gift for data nerds, scientists, analysts, engineers, mathematicians, STEM students and programmers. 6x9 inches 110 pages Lined White paper Matte-finished cover
Download or read book Cleaning Data for Effective Data Science written by David Mertz and published by Packt Publishing Ltd. This book was released on 2021-03-31 with total page 499 pages. Available in PDF, EPUB and Kindle. Book excerpt: Think about your data intelligently and ask the right questions Key FeaturesMaster data cleaning techniques necessary to perform real-world data science and machine learning tasksSpot common problems with dirty data and develop flexible solutions from first principlesTest and refine your newly acquired skills through detailed exercises at the end of each chapterBook Description Data cleaning is the all-important first step to successful data science, data analysis, and machine learning. If you work with any kind of data, this book is your go-to resource, arming you with the insights and heuristics experienced data scientists had to learn the hard way. In a light-hearted and engaging exploration of different tools, techniques, and datasets real and fictitious, Python veteran David Mertz teaches you the ins and outs of data preparation and the essential questions you should be asking of every piece of data you work with. Using a mixture of Python, R, and common command-line tools, Cleaning Data for Effective Data Science follows the data cleaning pipeline from start to end, focusing on helping you understand the principles underlying each step of the process. You'll look at data ingestion of a vast range of tabular, hierarchical, and other data formats, impute missing values, detect unreliable data and statistical anomalies, and generate synthetic features. The long-form exercises at the end of each chapter let you get hands-on with the skills you've acquired along the way, also providing a valuable resource for academic courses. What you will learnIngest and work with common data formats like JSON, CSV, SQL and NoSQL databases, PDF, and binary serialized data structuresUnderstand how and why we use tools such as pandas, SciPy, scikit-learn, Tidyverse, and BashApply useful rules and heuristics for assessing data quality and detecting bias, like Benford’s law and the 68-95-99.7 ruleIdentify and handle unreliable data and outliers, examining z-score and other statistical propertiesImpute sensible values into missing data and use sampling to fix imbalancesUse dimensionality reduction, quantization, one-hot encoding, and other feature engineering techniques to draw out patterns in your dataWork carefully with time series data, performing de-trending and interpolationWho this book is for This book is designed to benefit software developers, data scientists, aspiring data scientists, teachers, and students who work with data. If you want to improve your rigor in data hygiene or are looking for a refresher, this book is for you. Basic familiarity with statistics, general concepts in machine learning, knowledge of a programming language (Python or R), and some exposure to data science are helpful.
Download or read book The Rise of Nerd Politics written by John Postill and published by Anthropology, Culture and Society. This book was released on 2018 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: An anthropology of technology, protest and politics, from Podemos to Wikileaks.
Download or read book Building Analytics Teams written by John K. Thompson and published by Packt Publishing Ltd. This book was released on 2020-06-30 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master the skills necessary to hire and manage a team of highly skilled individuals to design, build, and implement applications and systems based on advanced analytics and AI Key FeaturesLearn to create an operationally effective advanced analytics team in a corporate environmentSelect and undertake projects that have a high probability of success and deliver the improved top and bottom-line resultsUnderstand how to create relationships with executives, senior managers, peers, and subject matter experts that lead to team collaboration, increased funding, and long-term success for you and your teamBook Description In Building Analytics Teams, John K. Thompson, with his 30+ years of experience and expertise, illustrates the fundamental concepts of building and managing a high-performance analytics team, including what to do, who to hire, projects to undertake, and what to avoid in the journey of building an analytically sound team. The core processes in creating an effective analytics team and the importance of the business decision-making life cycle are explored to help achieve initial and sustainable success. The book demonstrates the various traits of a successful and high-performing analytics team and then delineates the path to achieve this with insights on the mindset, advanced analytics models, and predictions based on data analytics. It also emphasizes the significance of the macro and micro processes required to evolve in response to rapidly changing business needs. The book dives into the methods and practices of managing, developing, and leading an analytics team. Once you've brought the team up to speed, the book explains how to govern executive expectations and select winning projects. By the end of this book, you will have acquired the knowledge to create an effective business analytics team and develop a production environment that delivers ongoing operational improvements for your organization. What you will learnAvoid organizational and technological pitfalls of moving from a defined project to a production environmentEnable team members to focus on higher-value work and tasksBuild Advanced Analytics and Artificial Intelligence (AA&AI) functions in an organizationOutsource certain projects to competent and capable third partiesSupport the operational areas that intend to invest in business intelligence, descriptive statistics, and small-scale predictive analyticsAnalyze the operational area, the processes, the data, and the organizational resistanceWho this book is for This book is for senior executives, senior and junior managers, and those who are working as part of a team that is accountable for designing, building, delivering and ensuring business success through advanced analytics and artificial intelligence systems and applications. At least 5 to 10 years of experience in driving your organization to a higher level of efficiency will be helpful.
Download or read book Info We Trust written by RJ Andrews and published by John Wiley & Sons. This book was released on 2019-01-03 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: How do we create new ways of looking at the world? Join award-winning data storyteller RJ Andrews as he pushes beyond the usual how-to, and takes you on an adventure into the rich art of informing. Creating Info We Trust is a craft that puts the world into forms that are strong and true. It begins with maps, diagrams, and charts — but must push further than dry defaults to be truly effective. How do we attract attention? How can we offer audiences valuable experiences worth their time? How can we help people access complexity? Dark and mysterious, but full of potential, data is the raw material from which new understanding can emerge. Become a hero of the information age as you learn how to dip into the chaos of data and emerge with new understanding that can entertain, improve, and inspire. Whether you call the craft data storytelling, data visualization, data journalism, dashboard design, or infographic creation — what matters is that you are courageously confronting the chaos of it all in order to improve how people see the world. Info We Trust is written for everyone who straddles the domains of data and people: data visualization professionals, analysts, and all who are enthusiastic for seeing the world in new ways. This book draws from the entirety of human experience, quantitative and poetic. It teaches advanced techniques, such as visual metaphor and data transformations, in order to create more human presentations of data. It also shows how we can learn from print advertising, engineering, museum curation, and mythology archetypes. This human-centered approach works with machines to design information for people. Advance your understanding beyond by learning from a broad tradition of putting things “in formation” to create new and wonderful ways of opening our eyes to the world. Info We Trust takes a thoroughly original point of attack on the art of informing. It builds on decades of best practices and adds the creative enthusiasm of a world-class data storyteller. Info We Trust is lavishly illustrated with hundreds of original compositions designed to illuminate the craft, delight the reader, and inspire a generation of data storytellers.
Download or read book American Nerd written by Benjamin Nugent and published by Simon and Schuster. This book was released on 2008-05-13 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most people know a nerd when they see one but can't define just what a nerd is. American Nerd: The Story of My People gives us the history of the concept of nerdiness and of the subcultures we consider nerdy. What makes Dr. Frankenstein the archetypal nerd? Where did the modern jock come from? When and how did being a self-described nerd become trendy? As the nerd emerged, vaguely formed, in the nineteenth century, and popped up again and again in college humor journals and sketch comedy, our culture obsessed over the designation. Mixing research and reportage with autobiography, critically acclaimed writer Benjamin Nugent embarks on a fact-finding mission of the most entertaining variety. He seeks the best definition of nerd and illuminates the common ground between nerd subcultures that might seem unrelated: high-school debate team kids and ham radio enthusiasts, medieval reenactors and pro-circuit Halo players. Why do the same people who like to work with computers also enjoy playing Dungeons & Dragons? How are those activities similar? This clever, enlightening book will appeal to the nerd (and antinerd) that lives inside all of us.
Download or read book Data Teams written by Jesse Anderson and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Good Charts written by Scott Berinato and published by Harvard Business Review Press. This book was released on 2016-04-26 with total page 842 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dataviz—the new language of business A good visualization can communicate the nature and potential impact of information and ideas more powerfully than any other form of communication. For a long time “dataviz” was left to specialists—data scientists and professional designers. No longer. A new generation of tools and massive amounts of available data make it easy for anyone to create visualizations that communicate ideas far more effectively than generic spreadsheet charts ever could. What’s more, building good charts is quickly becoming a need-to-have skill for managers. If you’re not doing it, other managers are, and they’re getting noticed for it and getting credit for contributing to your company’s success. In Good Charts, dataviz maven Scott Berinato provides an essential guide to how visualization works and how to use this new language to impress and persuade. Dataviz today is where spreadsheets and word processors were in the early 1980s—on the cusp of changing how we work. Berinato lays out a system for thinking visually and building better charts through a process of talking, sketching, and prototyping. This book is much more than a set of static rules for making visualizations. It taps into both well-established and cutting-edge research in visual perception and neuroscience, as well as the emerging field of visualization science, to explore why good charts (and bad ones) create “feelings behind our eyes.” Along the way, Berinato also includes many engaging vignettes of dataviz pros, illustrating the ideas in practice. Good Charts will help you turn plain, uninspiring charts that merely present information into smart, effective visualizations that powerfully convey ideas.
Download or read book Nerd Girls The Rise of the Dorkasaurus written by Alan Lawrence Sitomer and published by Little, Brown Books for Young Readers. This book was released on 2011-07-05 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Mean Girls meets Revenge of the Nerds, middle-school style, in a novel that peeks into the lives of an offbeat cast of 13-year-olds." --Publishers Weekly Maureen, a thirteen-year-old self-proclaimed dork-a-saurus, is totally addicted to cupcakes and hot dogs and thinks that her body looks like a baked potato. Allergy-plagued Alice can't touch a mango without breaking out in a rash, and if she eats wheat, her vision goes blurry. Klutzy to the extreme, Barbara is a beanpole who often embarrasses herself in front of the whole school. These outcasts don't have much in common -- other than the fact that they are often targets of the ThreePees: the Pretty, Popular, Perfect girls who rule the school. But one day Maureen decides that it's time to topple the eight-grade social regime. She joins forces with Alice and Barbara and the Nerd Girls enter the school talent show, determined to take the crown from the ThreePees. Will their routine be enough to de-throne the popular crowd? Or will their plan backfire and shake their hold on the bottom rung of the social ladder?
Download or read book Nerd Ecology Defending the Earth with Unpopular Culture written by Anthony Lioi and published by Bloomsbury Publishing. This book was released on 2016-10-20 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is available as open access through the Bloomsbury Open Access programme and is available on www.bloomsburycollections.com. Drawing on a wide range of examples from literature, comics, film, television and digital media, Nerd Ecology is the first substantial ecocritical study of nerd culture's engagement with environmental issues. Exploring such works as Star Trek, Tolkien's Lord of the Rings, The Matrix, Joss Whedon's Buffy the Vampire Slayer and Firefly, the fiction of Thomas Pynchon, The Hunger Games, and superhero comics such as Green Lantern and X-Men, Anthony Lioi maps out the development of nerd culture and its intersections with the most fundamental ecocritical themes. In this way Lioi finds in the narratives of unpopular culture - narratives in which marginalised individuals and communities unite to save the planet - the building blocks of a new environmental politics in tune with the concerns of contemporary ecocritical theory and practice.
Download or read book Bad Data written by Peter Schryvers and published by Rowman & Littlefield. This book was released on 2020-01-10 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Highlights the pitfalls of data analysis and emphasizes the importance of using the appropriate metrics before making key decisions.Big data is often touted as the key to understanding almost every aspect of contemporary life. This critique of "information hubris" shows that even more important than data is finding the right metrics to evaluate it.The author, an expert in environmental design and city planning, examines the many ways in which we measure ourselves and our world. He dissects the metrics we apply to health, worker productivity, our children's education, the quality of our environment, the effectiveness of leaders, the dynamics of the economy, and the overall well-being of the planet. Among the areas where the wrong metrics have led to poor outcomes, he cites the fee-for-service model of health care, corporate cultures that emphasize time spent on the job while overlooking key productivity measures, overreliance on standardized testing in education to the detriment of authentic learning, and a blinkered focus on carbon emissions, which underestimates the impact of industrial damage to our natural world. He also examines various communities and systems that have achieved better outcomes by adjusting the ways in which they measure data. The best results are attained by those that have learned not only what to measure and how to measure it, but what it all means. By highlighting the pitfalls inherent in data analysis, this illuminating book reminds us that not everything that can be counted really counts.
Download or read book Age of the Geek written by Kathryn E. Lane and published by Springer. This book was released on 2017-10-29 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection examines the nerd and/or geek stereotype in popular culture today. Utilizing the media—film, TV, YouTube, Twitter, fiction—that often defines daily lives, the contributors interrogate what it means to be labeled a “nerd” or “geek.” While the nerd/geek that is so easily recognized now is assuredly a twenty-first century construct, an examination of the terms’ history brings a greater understanding of their evolution. From sports to slasher films, Age of the Geek establishes a dialogue with texts as varied as the depictions of “nerd” or “geek” stereotypes.
Download or read book I Love Data written by Teesaurus Publishing and published by Createspace Independent Publishing Platform. This book was released on 2018-07-30 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: This lined notebook makes the perfect gift for those who love data, including those who work in the field of data science, engineers, programmers, data analysts. 6x9 inches 110 pages Lined White paper Matte-finished cover
Download or read book Geek Nerd Suit written by Chuck Densinger and published by . This book was released on 2017-06 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Customer centricity might sound like just another buzzword, but it can become a reality when you foster a partnership across IT, analytics, and business-between the Geeks, the Nerds, and the Suits. This book shows you how to create effective collaboration between your teams to solve problems and clear the path for innovation.
Download or read book Nerd written by Cambria Hebert and published by . This book was released on 2015-10-11 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: Special One Year Anniversary Edition of the award winning novel #Nerd! Includes TWO never before in print bonus scenes, a special note from the author and special recipes! Two people from completely different worlds are about to be thrown together... In more ways than one. She wants to keep her scholarship. He wants to stay on the team. An awkward alliance doesn't even begin to cover Rimmel and Romeo's relationship. But that's about to change. It starts with a dare. An initiation. A challenge. Quickly, it turns into more. But when you're a victim of your status, there is no room for anything real. The rules are clear and simple. Stick to your circle. And never fall in love with anyone on the outside.