It draws our attention away from the bright shiny objects of the new colonialism through elucidating the social, material and political dimensions of Artificial Intelligence.”—Geoffrey C. Bowker, University of California, Irvine What happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our understanding of ourselves and our societies? In this book Kate Crawford reveals how this planetary network is fueling a shift toward undemocratic governance and increased racial, gender, and economic inequality. Drawing on more than a decade of research, award‑winning science, and technology, Crawford reveals how AI is a technology of extraction: from the energy and minerals needed to build and sustain its infrastructure, to the exploited workers behind “automated” services, to the data AI collects from us.    Rather than taking a narrow focus on code and algorithms, Crawford offers us a political and a material perspective on what it takes to make artificial intelligence and where it goes wrong. While technical systems present a veneer of objectivity, they are always systems of power. This is an urgent account of what is at stake as technology companies use artificial intelligence to reshape the world.

    As you d expect, there s accurate, clearly written coverage of every exam objective (now including Service Pack 1): installation and configuration; user, group, and computer accounts; filesystems and backup/recovery; hardware, disk storage, and printers; Update Services and licensing; monitoring, and more. The content s been extensively revamped and more effectively focused on the exam s objectives. There s also a large Prepare for the Test section packed with questions, answers, testing skills, and suggested practices. You ll find more case studies, more troubleshooting scenarios, electronic practice testing in practically any form your heart desires, and (if you don t have Windows Server handy) a 120-day evaluation version. There s even a 15% discount coupon for your exam -- making this package an even more compelling proposition. Bill Camarda, from the June 2006 href="http://www.barnesandnoble.com/newslet... Only

    In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases

    The first novel, The Sins of the Fathers, appeared in 1975, and A Drop of the Hard Stuff—the 17th and most recent—was published in 2011. Over the years Scudder has also been featured in 11 short works of fiction; A Moment of Wrong Thinking, which first appeared in EQMM in 2002, is one of them.Short stories have provided me with the opportunity for a glance back at Scudder's life before the first of the novels, when he was a working member of the NYPD. A Moment of Wrong Thinking puts the spotlight on Vince Mahaffey, the veteran plainclothes cop with whom Matt was partnered in his early days on the job in Brooklyn. "They put me with him so he could teach me the ropes," Matt recalls, "and he taught me plenty,including some things they'd have just as soon I never learned." There are references to Mahaffey in several of the novels, but this story gives us a closer look at him.A Moment of Wrong Thinking is included in The Night and the Music, my collection of all 11 Matthew Scudder short stories.

    You’ll learn principles and practices for crafting games that generate emotionally charged experiences—a combination of elegant game mechanics, compelling fiction, and pace that fully immerses players.In clear and approachable prose, design pro Tynan Sylvester also looks at the day-to-day process necessary to keep your project on track, including how to work with a team, and how to avoid creative dead ends. Packed with examples, this book will change your perception of game design.Create game mechanics to trigger a range of emotions and provide a variety of playExplore several options for combining narrative with interactivityBuild interactions that let multiplayer gamers get into each other’s headsMotivate players through rewards that align with the rest of the gameEstablish a metaphor vocabulary to help players learn which design aspects are game mechanicsPlan, test, and analyze your design through iteration rather than deciding everything up frontLearn how your game’s market positioning will affect your design

    30 pages of chapter summaries, quotes, character analysis, themes, and more – everything you need to sharpen your knowledge of 3rd Degree: A Novel. This detailed literature summary also contains Topics for Discussion and a Free Quiz on 3rd Degree: A Novel by James Patterson.

    It will change your life. Simplicity at its best: The checklist is one of the world’s oldest—and most effective—productivity systems. If anything, author and entrepreneur Alexandra Franzen shares, it is just as valuable now as it was during the days of the Roman Empire. Writing out a simple checklist allows us to tangibly plan our day and set in stone what we want to accomplish.Cut out unnecessary noise: There are countless apps and organizational systems out there to help us straighten out our lives, but often they only add to the madness. Trying to keep up leaves us feeling drained and overwhelmed. Learn how to choose your highest priorities, set realistic goals, celebrate tiny wins, and feel calmer every day with the magic of checklists.Be realistic about the time in a day: By physically writing down our tasks on a single piece of paper, we force ourselves to limit how much we can do in a day. Too often, we cram our day with tasks and chores and leave almost no space for self-care or time with loved ones. We end up disappointed in our inability to complete our never-ending to-do list. Checklists help you plan your day in a more gentle, realistic way. You accomplish what needs to be done—and enjoy things you want to be doing, too. In the life-changing Checklist Book, learn: The history of the checklist and why it remains to be relevant and effective today The science behind the success of checklists, such as the instant satisfaction we feel when we put a check next to a finished task How to create a basic daily checklist—and checklists for specific situations, like moving to a new city or navigating a divorce Readers who love life-improvement books like The Bullet Journal Method, Free to Focus and Atomic Habits will love The Checklist Book.

    Team leads usually have little to no idea how to handle people related issues – issues that affect how the morale, quality of work, and overall performance of the team, and of course impacts how easy or hard it is to implement “the new stuff”.Most team leaders are clueless as to how to handle their manager giving them an impossible due date, a team member reluctant to try anything new, or another team member teaching all the other members practices from 25 years ago that today only hurt the team.Why?No one teaches that to software team leads. Team leads today, in the overwhelming majority of places, are just developers who worked hard and stayed with the company long enough to be promoted. But they have no people or management skills - and those are very painfully needed when you are trying to drive the things you believe in inside an organization that has very little interest in changing.Team leadership is the next big thing that software developers need to conquer, or none of this unit testing, TDD, Agile or Lean thing is going to catch on, except in very small circles, that, by chance, happen to have the right people leading their teams.

    AdWords lets every business-from eBay PowerSellers to Fortune 500 companies-create targeted, cost-efficient advertising campaigns on the Web, and accounts for the bulk of Google's $6 billion in annual revenues This all-new guide helps advertisers get a handle on AdWords complexities and nuances, adopt AdWords best practices, and turn clicks into ka-ching! Topics covered include conducting quick and cheap market research, crafting a message that cuts through the clutter, choosing AdWords settings, bidding on keywords, setting a maximum daily spend, improving the Web page that an ad points to, testing strategies, tracking results, and using Web analytics tools Includes an exclusive offer from Google-AdWords credits equivalent to the price of the book-plus a companion Web site with up-to-the-minute AdWords tips and tricks, narrated video walkthroughs, and free trials of the author's software

    A terrifying Halloween treat perfect for Stephen King fans... BY THE LIGHT OF THE MOONWhen Dylan O'Conner pulls into a motel, all he wants is sleep. But he soon finds himself bound, gagged and being injected with a mysterious fluid by a lunatic doctor, who claims Dylan will be the carrier of his 'life's work'. He warns Dylan and fellow victim Jillian that he's being pursued and that they too are now targets. They're sceptical. But soon they realise he isn't so mad after all. . .ONE DOOR AWAY FROM HEAVEN Leilani Maddoc's tenth birthday is nine months away. Micky Bellsong is convinced that in nine months and one day, the girl will be dead. Micky's decision to save the child's life - and pit herself against an adversary as fearsome as he is cunning - takes her on a journey of incredible peril and stunning discoveries, a journey that will change her for ever...SEIZE THE NIGHTOne by one, the children of Moonlight Bay are disappearing. No one knows if they are dead or alive. Christopher Snow has glimpsed the dark and torrid secrets of the small-town community where he has spent his life. And only he has the key to the truth - a truth that could only exist in the genetic chaos of Moonlight Bay.

    It is time to emerge from your coma, embrace renewed vitality, and approach life By Design! In this dynamic hands-on guide, world-class success coach and motivational leader Tom Ferry reveals the secrets to achievement at work and at home, and how to create a greater balance between the two. This book will help you conquer the four addictions that are holding you back from living up to your greatest potential: addiction to the opinions of others, addiction to drama, addiction to the past, and addiction to worry. By becoming aware of these addictions, you will be better equipped to respond to uncertain times and to the challenges that crop up in your daily life. Tom Ferry's unique six-step approach to living By Design will help you emerge from complacency into action and accomplishment. Step 1: Explore the Core Seven life assessments--your career, your intimate relationships, your finances, your physical body, your spirituality, your attitude about the world, and your intellectual self--and pinpoint the areas in which you want to improve. Step 2: Make the conscious, deliberate choice to change your life and find fulfillment, no matter the obstacles. Step 3: Create your Life! By Design by declaring what you want for yourself, defining your goals, and devising a concrete plan to make it happen. Step 4: Identify the actions you can take to ensure that you thrive in all areas of your life. Step 5: Visualize your life as you want it to be. This simple but profound exercise is a proven technique that will lock in your vision and will lead you toward achieving your goals. Step 6: Create accountability and structure to break old habits and gain the discipline required to live life to your fullest potential. It's time to draw the line between the past and the present as you face your fears, and go for everything you really want. This is Life! By Design."" And the results will astound you!

    But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines. The book includes modern topics like nonparametric curve estimation, bootstrapping, and clas- sification, topics that are usually relegated to follow-up courses. The reader is presumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. Statistics, data mining, and machine learning are all concerned with collecting and analyzing data. For some time, statistics research was con- ducted in statistics departments while data mining and machine learning re- search was conducted in computer science departments. Statisticians thought that computer scientists were reinventing the wheel. Computer scientists thought that statistical theory didn't apply to their problems. Things are changing. Statisticians now recognize that computer scientists are making novel contributions while computer scientists now recognize the generality of statistical theory and methodology. Clever data mining algo- rithms are more scalable than statisticians ever thought possible. Formal sta- tistical theory is more pervasive than computer scientists had realized.

    You'd like to learn how to do more work with SQL inside the database before pushing data across the network to your applications. You'd like to take your SQL skills to the next level.Let's face it, SQL is a deceptively simple language to learn, and many database developers never go far beyond the simple statement: SELECT columns FROM table WHERE conditions. But there is so much more you can do with the language. In the SQL Cookbook, experienced SQL developer Anthony Molinaro shares his favorite SQL techniques and features. You'll learn about:Window functions, arguably the most significant enhancement to SQL in the past decade. If you're not using these, you're missing outPowerful, database-specific features such as SQL Server's PIVOT and UNPIVOT operators, Oracle's MODEL clause, and PostgreSQL's very useful GENERATE_SERIES functionPivoting rows into columns, reverse-pivoting columns into rows, using pivoting to facilitate inter-row calculations, and double-pivoting a result setBucketization, and why you should never use that term in Brooklyn.How to create histograms, summarize data into buckets, perform aggregations over a moving range of values, generate running-totals and subtotals, and other advanced, data warehousing techniquesThe technique of walking a string, which allows you to use SQL to parse through the characters, words, or delimited elements of a stringWritten in O'Reilly's popular Problem/Solution/Discussion style, the SQL Cookbook is sure to please. Anthony's credo is: When it comes down to it, we all go to work, we all have bills to pay, and we all want to go home at a reasonable time and enjoy what's still available of our days. The SQL Cookbook moves quickly from problem to solution, saving you time each step of the way.

    

    But it can be even trickier to use than either Unix or Linux, and harder still to master.Absolute FreeBSD, 2nd Edition is your complete guide to FreeBSD, written by FreeBSD committer Michael W. Lucas. Lucas considers this completely revised and rewritten second edition of his landmark work to be his best work ever; a true product of his love for FreeBSD and the support of the FreeBSD community. Absolute FreeBSD, 2nd Edition covers installation, networking, security, network services, system performance, kernel tweaking, filesystems, SMP, upgrading, crash debugging, and much more, including coverage of how to:Use advanced security features like packet filtering, virtual machines, and host-based intrusion detection Build custom live FreeBSD CDs and bootable flash Manage network services and filesystems Use DNS and set up email, IMAP, web, and FTP services for both servers and clients Monitor your system with performance-testing and troubleshooting tools Run diskless systems Manage schedulers, remap shared libraries, and optimize your system for your hardware and your workload Build custom network appliances with embedded FreeBSD Implement redundant disks, even without special hardware Integrate FreeBSD-specific SNMP into your network management system. Whether you're just getting started with FreeBSD or you've been using it for years, you'll find this book to be the definitive guide to FreeBSD that you've been waiting for.