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Data Driven
Succeeding with data isn’t just a matter of putting Hadoop in your machine room, or hiring some physicists with crazy math skills. It requires you to develop a data culture that involves people throughout the organization. In this O’Reilly report, DJ Patil and Hilary Mason outline the steps you need to take if your company is to be truly data-driven—including the questions you should ask and the methods you should adopt. You’ll not only learn examples of how Google, LinkedIn, and Facebook use their data, but also how Walmart, UPS, and other organizations took advantage of this resource long before the advent of Big Data. No matter how you approach it, building a data culture is the k...
Ethics and Data Science
As the impact of data science continues to grow on society there is an increased need to discuss how data is appropriately used and how to address misuse. Yet, ethical principles for working with data have been available for decades. The real issue today is how to put those principles into action. With this report, authors Mike Loukides, Hilary Mason, and DJ Patil examine practical ways for making ethical data standards part of your work every day. To help you consider all of possible ramifications of your work on data projects, this report includes: A sample checklist that you can adapt for your own procedures Five framing guidelines (the Five C’s) for building data products: consent, clarity, consistency, control, and consequences Suggestions for building ethics into your data-driven culture Now is the time to invest in a deliberate practice of data ethics, for better products, better teams, and better outcomes. Get a copy of this report and learn what it takes to do good data science today.
What Are the Jobs of the Future?
The rise of robot automation in the automobile manufacturing industry struck fear into many a laborer's heart, as it was equated with human job and career loss. A Ball State University 2015 study found 88 percent of U.S. job loss was due to robots or homegrown factors to reduce factories' need for human labor. The International Federation of Robotics, however reported that between 2010 and 2015, the U.S. automotive sector installed 135,000 robots, but hired 230,000 human employees. So while technology advances, will it replace us in our current jobs, or create new ones for us? Is Data Scientist the most promising job of the future, or is that all techno-hype? Are our office environments going to be replaced by the off-site work-at-home or freelance model? This book compiles essays and works from eyewitness accounts, governmental views, scientific analysis, and newspapers to give your reader the forecast of jobs to come. Salient facts are pulled out from the text and repeated, making it easy for students to compile details for research and report writing.
Grains of Sand
Closing weeks of 1899. The Mason family return from Ceylon to make a new life in the Victorian seaside town of Southport, in the north west of England. Sarah and Alexander Mason eagerly await the birth of their 2nd child, they hope will be a boy. William is born early on in the new century. Then in a local park Louisa, the Masons' lonely, confused little daughter meets, for the first time, a young ragamuffin called Millie. Their friendship will play an integral part in Louisa's life, albeit against the strong wishes of Louisa's father. Through family tragedy and two world wars, the Masons' lives unfold as generation after generation, chapter after chapter, the years finally lead up to 2000. A new year, a new century and a New Millennium. Only William Mason, born at the very start of the twentieth century, lives on. His children, grandchildren and great grandchildren decide to give this grand old man a special treat to celebrate his 100 year birthday. They will give him the time of his life.
Toy Stories
Toys--those celebrated childhood cohorts and lead actors in children's imaginative play--have a fantastic history of heroism in fiction. From teddy bears that guard sleeping babies to plastic soldiers and cowboys who lay siege to wooden block castles, toys are often the heroes of the stories children inspire authors to tell. In this collection of new essays, scholars from a great range of disciplines examine fictional toys as protectors of the children they love, as heroes of their own stories, and as champions for the greater good in the writings of A.A. Milne, Hans Christian Andersen, William Joyce, John Lasseter and many others.
Reading by Right
Literacy has now been recognized as a human right for over 50 years in several international declarations and initiatives. Every child has a right to read and we have a social responsibility, as parents, teachers, librarians, publishers, booksellers, campaigners and policy makers to ensure that they are able to exercise that right. Reading by Right: Successful strategies to ensure every child can read to succeed provides a collection of chapters from international experts covering aspects of overcoming reading difficulties or reading reluctance in children and young people. The book reveals strategies that are proving effective in overcoming barriers to reading from birth to teens, looking a...
Caroline Munro, First Lady of Fantasy
This filmography (including television and music video appearances) chronicles the career of Caroline Munro, a woman of humble beginnings whose chance entry in a "Face of the Year" photo competition propelled her to international fame as a model and actress, and whose work in genre cinema has won her the well-earned title of "First Lady of Fantasy." It provides complete technical and cast credits for each film, a synopsis, reviews and notes, and a foreword by Caroline Munro.
Uneasy Dreams
There has been a tremendous amount of renewed interest in the output of Britain's Hammer Films. But there remain a great number of worthwhile British horror films, made at the same time by other companies, that have received little attention. The author provides a comprehensive listing of British horror films--including science fiction, fantasy, and suspense films containing horror-genre elements--that were released between 1956 and 1976, the "Golden Age" of British horror. Entries are listed alphabetically by original British title, from Vincent Price in The Abominable Dr. Phibes (1971) to Zeta One (1969). Entries also include American title, release information, a critique of the film, and the film's video availability. The book is filled with photographs and contains interviews with four key figures: Max J. Rosenberg, cofounder of Amicus Productions, one of the period's major studios; Louis M. Heyward, former writer, film executive and producer; Aida Young, film and television producer; and Gordon Hessler, director of such films as The Oblong Box and Murders in the Rue Morgue.
Hitchhiking in America: Using the Golden Thumb
"Though it tends to be looked down upon as a trivial activity confined to vagrants, the feeble-minded, sex maniacs and serial killers, hitchhiking needs to be re-valued as a means to an end (transportation and self-education) and as an end in itself (as suggested by Jack London's wonderful paragraphs quoted at the top of p. 35).""This is a source book, not just a casual handbook, and by its appeal to a long tradition it gives hitchhiking well-deserved stature. People have been hitchhiking since the first vehicle - probably a raft - was invented.Odysseus hitchhiked, St. Paul hitchhiked; anyone who hitchhikes today is keeping alive an ancient and honorable tradition and your book will help readers put modern hitchhiking into its particularly American context."Prof. Daniel H. GarrisonDepartment of Classics, Northwestern University -Presenter of a lecture that students refer to as "Hitchhiking as an Art Form."
Programming Elastic MapReduce
Although you don’t need a large computing infrastructure to process massive amounts of data with Apache Hadoop, it can still be difficult to get started. This practical guide shows you how to quickly launch data analysis projects in the cloud by using Amazon Elastic MapReduce (EMR), the hosted Hadoop framework in Amazon Web Services (AWS). Authors Kevin Schmidt and Christopher Phillips demonstrate best practices for using EMR and various AWS and Apache technologies by walking you through the construction of a sample MapReduce log analysis application. Using code samples and example configurations, you’ll learn how to assemble the building blocks necessary to solve your biggest data analysis problems. Get an overview of the AWS and Apache software tools used in large-scale data analysis Go through the process of executing a Job Flow with a simple log analyzer Discover useful MapReduce patterns for filtering and analyzing data sets Use Apache Hive and Pig instead of Java to build a MapReduce Job Flow Learn the basics for using Amazon EMR to run machine learning algorithms Develop a project cost model for using Amazon EMR and other AWS tools
