Design thinking handbook


Eli Woolery
    

Head First Programming: A Learner's Guide to Programming Using the Python Language


Paul Barry - 2008
    This book offers concrete examples and exercises in the dynamic and versatile Python language to demonstrate and reinforce these concepts. Learn the basic tools to start writing the programs that interest you, and get a better understanding of what software can (and cannot) do. When you're finished, you'll have the necessary foundation to learn any programming language or tackle any software project you choose. With a focus on programming concepts, this book teaches you how to:Understand the core features of all programming languages, including: variables, statements, decisions, loops, expressions, and operatorsReuse code with functionsUse library code to save time and effortSelect the best data structure to manage complex dataWrite programs that talk to the WebShare your data with other programsWrite programs that test themselves and help you avoid embarrassing coding errors.Contents Intro xxiii1 Starting to Code: Finding Your Way2 Textual Data: Every String Has Its Place3 Functions: Let’s Get Organized4 Data Files and Arrays: Sort It Out5 Hashes and Databases: Putting Data in Its Place6 Modular Programming: Keeping Things Straight7 Building a Graphical User Interface: Going All Gooey8 GUIs and Data: Data Entry Widgets8 1/2 Exceptions and Message Boxes: Get the Message? 9 Graphical Interface Elements: Selecting the Right Tool10 Custom Widgets and Classes: With an Object in MindAppendix i Leftovers: The Top Ten Things (We Didn’t Cover)

I'm Feeling Lucky: The Confessions of Google Employee Number 59


Douglas Edwards - 2011
    No academic analysis or bystander’s account can capture it. Now Doug Edwards, Employee Number 59, offers the first inside view of Google, giving readers a chance to fully experience the bizarre mix of camaraderie and competition at this phenomenal company. Edwards, Google’s first director of marketing and brand management, describes it as it happened. We see the first, pioneering steps of Larry Page and Sergey Brin, the company’s young, idiosyncratic partners; the evolution of the company’s famously nonhierarchical structure (where every employee finds a problem to tackle or a feature to create and works independently); the development of brand identity; the races to develop and implement each new feature; and the many ideas that never came to pass. Above all, Edwards—a former journalist who knows how to write—captures the “Google Experience,” the rollercoaster ride of being part of a company creating itself in a whole new universe. I’m Feeling Lucky captures for the first time the unique, self-invented, yet profoundly important culture of the world’s most transformative corporation.

The Black Box Society: The Secret Algorithms That Control Money and Information


Frank Pasquale - 2014
    The data compiled and portraits created are incredibly detailed, to the point of being invasive. But who connects the dots about what firms are doing with this information? The Black Box Society argues that we all need to be able to do so--and to set limits on how big data affects our lives.Hidden algorithms can make (or ruin) reputations, decide the destiny of entrepreneurs, or even devastate an entire economy. Shrouded in secrecy and complexity, decisions at major Silicon Valley and Wall Street firms were long assumed to be neutral and technical. But leaks, whistleblowers, and legal disputes have shed new light on automated judgment. Self-serving and reckless behavior is surprisingly common, and easy to hide in code protected by legal and real secrecy. Even after billions of dollars of fines have been levied, underfunded regulators may have only scratched the surface of this troubling behavior.Frank Pasquale exposes how powerful interests abuse secrecy for profit and explains ways to rein them in. Demanding transparency is only the first step. An intelligible society would assure that key decisions of its most important firms are fair, nondiscriminatory, and open to criticism. Silicon Valley and Wall Street need to accept as much accountability as they impose on others.

Malware Analyst's Cookbook and DVD: Tools and Techniques for Fighting Malicious Code


Michael Hale Ligh - 2010
    Security professionals will find plenty of solutions in this book to the problems posed by viruses, Trojan horses, worms, spyware, rootkits, adware, and other invasive software. Written by well-known malware experts, this guide reveals solutions to numerous problems and includes a DVD of custom programs and tools that illustrate the concepts, enhancing your skills. Security professionals face a constant battle against malicious software; this practical manual will improve your analytical capabilities and provide dozens of valuable and innovative solutions Covers classifying malware, packing and unpacking, dynamic malware analysis, decoding and decrypting, rootkit detection, memory forensics, open source malware research, and much more Includes generous amounts of source code in C, Python, and Perl to extend your favorite tools or build new ones, and custom programs on the DVD to demonstrate the solutions Malware Analyst's Cookbook is indispensible to IT security administrators, incident responders, forensic analysts, and malware researchers.

50 Psychology Classics: Who We Are, How We Think, What We Do: Insight and Inspiration from 50 Key Books


Tom Butler-Bowdon - 2006
    Spanning fifty books and hundreds of ideas, 50 Psychology Classics examines some of the most intriguing questions regarding cognitive development and behavioral motivations, summarizing the myriad theories that psychologists have put forth to make sense of the human experience. Butler-Bowdon covers everything from humanism to psychoanalysis to the fundamental principles where theorists disagree, like nature versus nurture and the existence of free will. In this single book, you will find Carl Jung, Sigmund Freud, Alfred Kinsey, and the most significant contributors to modern psychological thought. From the author of the bestselling 50 Self-Help Classics, 50 Success Classics, and 50 Spiritual Classics, 50 Psychology Classics will enrich your understanding of the human condition.Includes:1. Alfred Adler "Understanding Human Nature" (1927)2. Gavin Becker "The Gift of Fear" (1997)3. Eric Berne "Games People Play" (1964)4. Edward de Bono "Lateral Thinking" (1970)5. Robert Bolton "People Skills" (1979)6. Nathaniel Branden "The Psychology of Self-Esteem" (1969)7. Isabel Briggs Myers "Gifts Differing: Understanding Personality Type" (1980)8. Louann Brizendine "The Female Brain" (2006)9. David D Burns "Feeling Good: The New Mood Therapy" (1980)10. Robert Cialdini "Influence: The Psychology of Persuasion" (1984)11. Mihaly Csikszentmihalyi "Creativity" (1997)12. Albert Ellis & Robert Harper (1961) "A Guide To Rational Living" (1961)13. Milton Erickson "My Voice Will Go With You" (1982) by Sidney Rosen14. Eric Erikson "Young Man Luther" (1958)15. Hans Eysenck "Dimensions of Personality" (1947)16. Susan Forward "Emotional Blackmail" (1997)17. Viktor Frankl "The Will to Meaning" (1969)18. Anna Freud "The Ego and the Mechanisms of Defense" (1936)19. Sigmund Freud "The Interpretation of Dreams" (1901)20. Howard Gardner "Frames of Mind: The Theory of Multiple Intelligences" (1983)21. Daniel Gilbert "Stumbling on Happiness" (2006)22. Malcolm Gladwell "Blink: The Power of Thinking Without Thinking" (2005)23. Daniel Goleman "Emotional Intelligence at Work" (1998)24. John M Gottman "The Seven Principles for Making Marriage Work" (1999)25. Harry Harlow "The Nature of Love" (1958)26. Thomas A Harris "I'm OK - You're OK" (1967)27. Eric Hoffer "The True Believer: Thoughts on the Nature of Mass Movements" (1951)28. Karen Horney "Our Inner Conflicts" (1945)29. William James "Principles of Psychology" (1890)30. Carl Jung "The Archetypes and the Collective Unconscious" (1953)31. Alfred Kinsey "Sexual Behavior in the Human Female" (1953)32. Melanie Klein "Envy and Gratitude" (1975)33. RD Laing "The Divided Self" (1959)34. Abraham Maslow "The Farther Reaches of Human Nature" (1970)35. Stanley Milgram "Obedience To Authority" (1974)36. Anne Moir & David Jessel "Brainsex: The Real Difference Between Men and Women" (1989)37. IP Pavlov "Conditioned Reflexes" (1927)38. Fritz Perls "Gestalt Therapy: Excitement and Growth in the Human Personality" (1951)39. Jean Piaget "The Language and Thought of the Child" (1966)40. Steven Pinker "The Blank Slate: The Modern Denial of Human Nature" (2002)41. VS Ramachandran "Phantoms in the Brain" (1998)42. Carl Rogers "On Becoming a Person" (1961)43. Oliver Sacks "The Man Who Mistook His Wife for a Hat" (1970)44. Barry Schwartz "The Paradox of Choice: Why More is Less" (2004)45. Martin Seligman "Authentic Happiness" (2002)46. Gail Sheehy "Passages: Predictable Crises of Adult Life" (1974)47. BF Skinner "Beyond Freedom & Dignity" (1953)48. Douglas Stone, Bruce Patton & Sheila Heen "Difficult Conversations" (2000)49. William Styron "Darkness Visible" (1990)50. Robert E Thayer "The Origin of Everyday Moods" (1996)

Professional WordPress: Design and Development


Brad Williams - 2010
    As the most popular blogging and content management platform available today, WordPress is a powerful tool. This exciting book goes beyond the basics and delves into the heart of the WordPress system, offering overviews of the functional aspects of WordPress as well as plug-in and theme development. What is covered in this book?WordPress as a Content Management System Hosting Options Installing WordPress Files Database Configuration Dashboard Widgets Customizing the Dashboard Creating and Managing Content Categorizing Your Content Working with Media Comments and Discussion Working with Users Managing, Adding, Upgrading, and Using the Theme Editor Working with Widgets Adding and Managing New Plugins Configuring WordPress Exploring the Code Configuring Key Files wp-config.php file Advanced wp-config Options What's in the Core? WordPress Codex and Resources Understanding and customizing the Loop Building A Custom Query Complex Database Operations Dealing With Errors Direct Database Manipulation Building Your Own Taxonomies Plugin Packaging Create a Dashboard Widget Creating a Plugin Example Publish to the Plugin Directory Installing a Theme Creating Your Own Theme How and When to Use Custom Page Templates How to Use Custom Page Templates Pushing Content from WordPress to Other Sites Usability and Usability Testing Getting Your Site Found How Web Standards Get Your Data Discovered Load Balancing Your WordPress Site Securing Your WordPress Site Using WordPress in the Enterprise Is WordPress Right for Your Enterprise? and much more!

Humble Pi: A Comedy of Maths Errors


Matt Parker - 2019
    Most of the time this math works quietly behind the scenes . . . until it doesn't. All sorts of seemingly innocuous mathematical mistakes can have significant consequences.Math is easy to ignore until a misplaced decimal point upends the stock market, a unit conversion error causes a plane to crash, or someone divides by zero and stalls a battleship in the middle of the ocean.Exploring and explaining a litany of glitches, near misses, and mathematical mishaps involving the internet, big data, elections, street signs, lotteries, the Roman Empire, and an Olympic team, Matt Parker uncovers the bizarre ways math trips us up, and what this reveals about its essential place in our world. Getting it wrong has never been more fun.

AI Ethics


Mark Coeckelbergh - 2020
    AI is also behind self-driving cars, predictive policing, and autonomous weapons that can kill without human intervention. These and other AI applications raise complex ethical issues that are the subject of ongoing debate. This volume in the MIT Press Essential Knowledge series offers an accessible synthesis of these issues. Written by a philosopher of technology, AI Ethics goes beyond the usual hype and nightmare scenarios to address concrete questions.Mark Coeckelbergh describes influential AI narratives, ranging from Frankenstein's monster to transhumanism and the technological singularity. He surveys relevant philosophical discussions: questions about the fundamental differences between humans and machines and debates over the moral status of AI. He explains the technology of AI, describing different approaches and focusing on machine learning and data science. He offers an overview of important ethical issues, including privacy concerns, responsibility and the delegation of decision making, transparency, and bias as it arises at all stages of data science processes. He also considers the future of work in an AI economy. Finally, he analyzes a range of policy proposals and discusses challenges for policymakers. He argues for ethical practices that embed values in design, translate democratic values into practices and include a vision of the good life and the good society.

It's All Politics: Winning in a World Where Hard Work and Talent Aren't Enough


Kathleen Kelley Reardon - 2005
    You cannot afford to be apolitical at work if you have any aspirations for advancement. The only way to avoid politics is to avoid people—by finding an out-of-the-way corner where you can do your job. Of course, it’s the same job you’ll likely be doing for the rest of your career.In any job, when you reach a certain level of technical competence, politics is what makes all the difference with regard to success. At that point, it is indeed all politics. Everyday brilliant people take a backseat to their politically adept colleagues by failing to win crucial support for their ideas. Sometimes politics involves going around or bending rules, but more typically it’s about positioning your ideas in a favorable light, and knowing what to say, and how and when to say it.…Keep in mind that people benefit from perpetuating the image of politics as something you either know or you don’t. Ignore them. Political acumen is largely learned from observation. And then it’s a matter of practice, practice, practice. When a journalist suggested that golfing great Gary Player was very lucky, he replied: “It’s funny, but the more I practice, the luckier I get.” The same is true of politics.An indispensable guide to mastering the ins and outs of office politics—the single most important factor in getting ahead in your careerAs management professor and consultant Kathleen Reardon explains in her new book, It's All Politics, talent and hard work alone will not get you to the top. What separates the winners from the losers in corporate life is politics.As Reardon explains, the most talented and accomplished employees often take a backseat to their politically adept coworkers, losing ground in the race to get ahead—sometimes even losing their jobs. Why? Because they’ve failed to manage the important relationships with the people who can best reward their creativity and intelligence. To determine whether you need a crash course in Office Politics 101, ask yourself the following questions:Do I get credit for my ideas?Do I know how to deal with a difficult colleague?Do I get the plum assignments?Do I have a mentor?Do I say no gracefully and pick my battles wisely?Am I in the loop?Reardon has interviewed hundreds of employees, from successful veterans to aspiring hopefuls, examining why some people who work hard and effectively at their jobs fall behind, while those who are adept at “reading the office tea leaves” forge ahead. Being politically savvy doesn’t mean being unethical or devious. At heart, it’s about listening to and relating to others, and making choices that advance everyone’s goals. Like it or not, when it comes to work, it’s all politics. And politics is all about knowing what to say, when to say it, and who to say it to.

Getting Real: The Smarter, Faster, Easier Way to Build a Web Application


37 Signals - 2006
    At under 200 pages it's quick reading too. Makes a great airplane book.

Google Hacks: Tips & Tools for Finding and Using the World's Information


Rael Dornfest - 2003
    But few people realize that Google also gives you hundreds of cool ways to organize and play with information.Since we released the last edition of this bestselling book, Google has added many new features and services to its expanding universe: Google Earth, Google Talk, Google Maps, Google Blog Search, Video Search, Music Search, Google Base, Google Reader, and Google Desktop among them. We've found ways to get these new services to do even more.The expanded third edition of Google Hacks is a brand-new and infinitely more useful book for this powerful search engine. You'll not only find dozens of hacks for the new Google services, but plenty of updated tips, tricks and scripts for hacking the old ones. Now you can make a Google Earth movie, visualize your web site traffic with Google Analytics, post pictures to your blog with Picasa, or access Gmail in your favorite email client. Industrial strength and real-world tested, this new collection enables you to mine a ton of information within Google's reach. And have a lot of fun while doing it:Search Google over IM with a Google Talk bot Build a customized Google Map and add it to your own web site Cover your searching tracks and take back your browsing privacy Turn any Google query into an RSS feed that you can monitor in Google Reader or the newsreader of your choice Keep tabs on blogs in new, useful ways Turn Gmail into an external hard drive for Windows, Mac, or Linux Beef up your web pages with search, ads, news feeds, and more Program Google with the Google API and language of your choice For those of you concerned about Google as an emerging Big Brother, this new edition also offers advice and concrete tips for protecting your privacy. Get into the world of Google and bend it to your will!

Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence


Kate Crawford - 2020
    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.

Machine Learning for Dummies


John Paul Mueller - 2016
    Without machine learning, fraud detection, web search results, real-time ads on web pages, credit scoring, automation, and email spam filtering wouldn't be possible, and this is only showcasing just a few of its capabilities. Written by two data science experts, Machine Learning For Dummies offers a much-needed entry point for anyone looking to use machine learning to accomplish practical tasks.Covering the entry-level topics needed to get you familiar with the basic concepts of machine learning, this guide quickly helps you make sense of the programming languages and tools you need to turn machine learning-based tasks into a reality. Whether you're maddened by the math behind machine learning, apprehensive about AI, perplexed by preprocessing data--or anything in between--this guide makes it easier to understand and implement machine learning seamlessly.Grasp how day-to-day activities are powered by machine learning Learn to 'speak' certain languages, such as Python and R, to teach machines to perform pattern-oriented tasks and data analysis Learn to code in R using R Studio Find out how to code in Python using Anaconda Dive into this complete beginner's guide so you are armed with all you need to know about machine learning!

I Invented the Modern Age (t): The Rise of Henry Ford and the Most Important Car Ever Made


Richard Snow - 2013
    Simon & Schuster has a great book for every reader.