Design for How People Learn


Julie Dirksen - 2011
    Many of us are also teaching, even when it's not in our job descriptions. Whether it's giving a presentation, writing documentation, or creating a website or blog, we need and want to share our knowledge with other people. But if you've ever fallen asleep over a boring textbook, or fast-forwarded through a tedious e-learning exercise, you know that creating a great learning experience is harder than it seems.In Design For How People Learn, you'll discover how to use the key principles behind learning, memory, and attention to create materials that enable your audience to both gain and retain the knowledge and skills you're sharing. Using accessible visual metaphors and concrete methods and examples, Design For How People Learn will teach you how to leverage the fundamental concepts of instructional design both to improve your own learning and to engage your audience.

Python Crash Course: A Hands-On, Project-Based Introduction to Programming


Eric Matthes - 2015
    You'll also learn how to make your programs interactive and how to test your code safely before adding it to a project. In the second half of the book, you'll put your new knowledge into practice with three substantial projects: a Space Invaders-inspired arcade game, data visualizations with Python's super-handy libraries, and a simple web app you can deploy online.As you work through Python Crash Course, you'll learn how to: Use powerful Python libraries and tools, including matplotlib, NumPy, and PygalMake 2D games that respond to keypresses and mouse clicks, and that grow more difficult as the game progressesWork with data to generate interactive visualizationsCreate and customize simple web apps and deploy them safely onlineDeal with mistakes and errors so you can solve your own programming problemsIf you've been thinking seriously about digging into programming, Python Crash Course will get you up to speed and have you writing real programs fast. Why wait any longer? Start your engines and code!

The Infographic History of the World


Valentina D'Efilippo - 2013
    The History of the World, but not as you know it.A new type of history is here – all 13.8 billion years of it, exploded into a visually jaw-dropping feast of facts, trends and timelines that tell you everything you’d ever want to know about the history of the world.From the primordial soup to the technological revolution of the 21st century, interesting stuff has been going on; and ever since prehistoric man scratched the first tally markings into a damp cave wall, we’ve been counting and measuring it all.Which historic warriors conquered the most territory, killed the most people, or had the largest empire?When did everything evolve?Which languages are related to which?What’s been invented and when?Where are we being born, and what are we dying of?Which countries are eating all the food, causing all the pollution and taking all the drugs?A story of civilisation and barbarism, of war and peace, this is history done in a new way – a beautifully designed collection of the most insightful and revealing trends that tell us what the human race has been up to, and where we’re heading.

Web Form Design: Filling in the Blanks


Luke WroblewskiMicah Alpern - 2008
    In Web Form Design, Luke Wroblewski draws on original research, his considerable experience at Yahoo! and eBay, and the perspectives of many of the field's leading designers to show you everything you need to know about designing effective and engaging Web forms.

Presentation Zen Design: Simple Design Principles and Techniques to Enhance Your Presentations


Garr Reynolds - 2009
    Now, he takes us further into the design realm and shows how we can apply time-honored design principles to presentation layouts.Throughout Presentation Zen Design, Garr shares his lessons on designing effective presentations that contain text, graphs, color, images, and video. After establishing guidelines for each of the various elements, he explains how to achieve an overall harmony and balance using the tenets of Zen simplicity. Not only will you discover how to design your slides for more professional-looking presentations, you'll learn to communicate more clearly and will accomplish the goal of making a stronger, more lasting connection with your audience.

Visual Language for Designers: Principles for Creating Graphics that People Understand


Connie Malamed - 2009
    This language is based on the ways people perceive and process visual information. By understanding visual language as the interface between a graphic and a viewer, designers and illustrators can learn to inform with accuracy and power.In a time of unprecedented competition for audience attention and with an increasing demand for complex graphics, Visual Language for Designers explains how to achieve quick and effective communications. It presents ways to design for the strengths of our innate mental capacities and to compensate for our cognitive limitations.Includes:—How to organize graphics for quick perception—How to direct the eyes to essential information—How to use visual shorthand for efficient communication—How to make abstract ideas concrete—How to best express visual complexity—How to charge a graphic with energy and emotion

Big Data: A Revolution That Will Transform How We Live, Work, and Think


Viktor Mayer-Schönberger - 2013
    “Big data” refers to our burgeoning ability to crunch vast collections of information, analyze it instantly, and draw sometimes profoundly surprising conclusions from it. This emerging science can translate myriad phenomena—from the price of airline tickets to the text of millions of books—into searchable form, and uses our increasing computing power to unearth epiphanies that we never could have seen before. A revolution on par with the Internet or perhaps even the printing press, big data will change the way we think about business, health, politics, education, and innovation in the years to come. It also poses fresh threats, from the inevitable end of privacy as we know it to the prospect of being penalized for things we haven’t even done yet, based on big data’s ability to predict our future behavior.In this brilliantly clear, often surprising work, two leading experts explain what big data is, how it will change our lives, and what we can do to protect ourselves from its hazards. Big Data is the first big book about the next big thing.www.big-data-book.com

Content Strategy for the Web


Kristina Halvorson - 2009
    Redesigning your home page won't help. Investing in a new content management system won't fix it, either. So, where do you start? Without meaningful content, your website isn't worth much to your key audiences. But creating (and caring for) "meaningful" content is far more complicated than we're often willing to acknowledge. Content Strategy for the Web explains how to create and deliver useful, usable content for your online audiences, when and where they need it most. It also shares content best practices so you can get your next website redesign right, on time and on budget. For the first time, you'll: See content strategy (and its business value) explained in plain languageFind out why so many web projects implode in the content development phase ... and how to avoid the associated, unnecessary costs and delaysLearn how to audit and analyze your contentMake smarter, achievable decisions about which content to create and howFind out how to maintain consistent, accurate, compelling content over timeGet solid, practical advice on staffing for content-related roles and responsibilities "

Stuff Matters: Exploring the Marvelous Materials That Shape Our Man-Made World


Mark Miodownik - 2013
    Why is glass see-through? What makes elastic stretchy? Why does a paper clip bend? Why does any material look and behave the way it does? These are the sorts of questions that Mark Miodownik a globally-renowned materials scientist has spent his life exploring In this book he examines the materials he encounters in a typical morning, from the steel in his razor and the graphite in his pencil to the foam in his sneakers and the concrete in a nearby skyscraper.

Interviewing Users: How to Uncover Compelling Insights


Steve Portigal - 2013
    Everyone can ask questions, right? Unfortunately, that's not the case. Interviewing Users provides invaluable interviewing techniques and tools that enable you to conduct informative interviews with anyone. You'll move from simply gathering data to uncovering powerful insights about people.Interviewing Users will explain how to succeed with interviewing, including:* Embracing how other people see the world* Building rapport to create engaging and exciting interactions* Listening in order to build rapport.With this book, Steve Portigal uses stories and examples from his 15 years of experience to show how interviewing can be incorporated into the design process, helping you learn the best and right information to inform and inspire your design.

Head First Data Analysis: A Learner's Guide to Big Numbers, Statistics, and Good Decisions


Michael G. Milton - 2009
    If your job requires you to manage and analyze all kinds of data, turn to Head First Data Analysis, where you'll quickly learn how to collect and organize data, sort the distractions from the truth, find meaningful patterns, draw conclusions, predict the future, and present your findings to others. Whether you're a product developer researching the market viability of a new product or service, a marketing manager gauging or predicting the effectiveness of a campaign, a salesperson who needs data to support product presentations, or a lone entrepreneur responsible for all of these data-intensive functions and more, the unique approach in Head First Data Analysis is by far the most efficient way to learn what you need to know to convert raw data into a vital business tool. You'll learn how to:Determine which data sources to use for collecting information Assess data quality and distinguish signal from noise Build basic data models to illuminate patterns, and assimilate new information into the models Cope with ambiguous information Design experiments to test hypotheses and draw conclusions Use segmentation to organize your data within discrete market groups Visualize data distributions to reveal new relationships and persuade others Predict the future with sampling and probability models Clean your data to make it useful Communicate the results of your analysis to your audience Using the latest research in cognitive science and learning theory to craft a multi-sensory learning experience, Head First Data Analysis uses a visually rich format designed for the way your brain works, not a text-heavy approach that puts you to sleep.

The Crowdfunding Bible: How to Raise Money for Any Startup, Video Game or Project


Scott Steinberg - 2008
    The world's leading guide to raising money online, The Crowdfunding Bible shows you how to launch, market and successfully run a high-tech fundraising campaign, regardless of industry or budget. It reveals the secrets to catching the media and public's eye, and attracting donors, in a language that everyone can understand. From books to films, albums, events and consumer products and video games, dive in to discover the new world of venture capital waiting at your fingertips. FEATURES: Best Crowdfunding Sites and Services / Full Guides: How to Start & Promote Any Project / Expert Tips and Advice / PR and Social Media Strategies / Advice from Top Creators.

What Would Google Do?


Jeff Jarvis - 2009
    By “reverse engineering the fastest growing company in the history of the world,” author Jeff Jarvis, proprietor of Buzzmachine.com, one of the Web’s most widely respected media blogs, offers indispensible strategies for solving the toughest new problems facing businesses today. With a new afterword from the author, What Would Google Do? is the business book that every leader or potential leader in every industry must read.

Toyota Talent: Developing Your People the Toyota Way


Jeffrey K. Liker - 2007
    In the international bestseller, The Toyota Way, Jeffrey Liker explained Toyota's remarkable success through a 4P model for excellence-Philosophy, People, Problem Solving, and Process. Liker, with coauthor David Meier, provided deeper insight into the practical application of the principles in The Toyota Way Fieldbook. Now, these authorities on Toyota reveal how you can develop talented people and achieve incredible results in your company.Toyota Talent walks you through the rigorous methodology used by this global powerhouse to grow high-performing individuals from within. Beginning with a review of Toyota's landmark approach to developing people, the authors illustrate the critical importance of creating a learning and teaching culture in your organization. They provide specific examples necessary to train employees in all areas-from the shop floor to engineering to staff members in service organizations-and show you how to support and encourage every individual to reach his or her top potential.Toyota Talent provides you with the inside knowledge you need toIdentify your development needs and create a training planUnderstand the various types of work and how to break complicated jobs into teachable skillsSet behavioral expectations by properly preparing your workplaceRecognize and develop potential trainers within your workforceEffectively educate nonmanufacturing employees and members of the staffDevelop internal Lean Manufacturing expertsGuiding you with expert tips and training aids, as well as real-world examples drawn from the authors' two decades of research and field work, Liker and Meier show you how to get the most out of people who live and breathe your company's philosophy-and who work together toward a common goal.

Think Stats


Allen B. Downey - 2011
    This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python.You'll work with a case study throughout the book to help you learn the entire data analysis process—from collecting data and generating statistics to identifying patterns and testing hypotheses. Along the way, you'll become familiar with distributions, the rules of probability, visualization, and many other tools and concepts.Develop your understanding of probability and statistics by writing and testing codeRun experiments to test statistical behavior, such as generating samples from several distributionsUse simulations to understand concepts that are hard to grasp mathematicallyLearn topics not usually covered in an introductory course, such as Bayesian estimationImport data from almost any source using Python, rather than be limited to data that has been cleaned and formatted for statistics toolsUse statistical inference to answer questions about real-world data