How does design help choose our leaders?Why do we"really"have an environmental crisis?How can accessible design broaden your audience?Why does the U.S. economy now struggle to compete?How has design thinking added to the bottom line of the world s most valuable companies? Design matters. As it never has before. Design creates so much of what we see, what we use, and what we experience. In a time of unprecedented environmental, social, and economic crises, designers must now choose what their young profession will be about: deploying weapons of mass deception or helping repair the world. "Do Good Design"is a call to action: This book alerts us to the role design plays in persuading global audiences to fulfill invented needs. The book then outlines a sustainable approach to both the practice and the consumption of design. All professionals will be inspired by the message of how we can feel better and do better while holding onto our principles. In a time when anything has become possible, design thinking offers a way forward for us all. What will you do? "

    Polya, How to Solve It will show anyone in any field how to think straight. In lucid and appealing prose, Polya reveals how the mathematical method of demonstrating a proof or finding an unknown can be of help in attacking any problem that can be reasoned out--from building a bridge to winning a game of anagrams. Generations of readers have relished Polya's deft--indeed, brilliant--instructions on stripping away irrelevancies and going straight to the heart of the problem.

    It goes without saying that the book is suited for the classroom, but every design studio will also find this manual an asset, because in spite of the ascendancy of the computer, hand-drawn sketches are still a very much used.

    But imagine for one moment that there are no employers, no firms to send your resumé to, no interviews to be had—what would you do? How would you forge your own path after graduation?The current economic climate has seen many graduates chasing a finite number of positions. The most ingenious and driven designers have found weird and wonderful ways of making opportunities for themselves, often by applying their skills across the creative disciplines of art, design, architecture, and interiors. Knowing what you want from your design career and being able to adapt your strategy to suit is basic and vital—just like in the wild, designers need to evolve.The book celebrates the various strategies that students and graduates are taking to gain exposure, while also including interviews and inspirational advice from those who are now enjoying success as a result of their creative approach to employment.

    Now that machine learning is thriving, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn how to use a range of techniques, starting with simple Linear Regression and progressing to Deep Neural Networks. If you have some programming experience and you’re ready to code a machine learning project, this guide is for you.This hands-on book shows you how to use:Scikit-Learn, an accessible framework that implements many algorithms efficiently and serves as a great machine learning entry pointTensorFlow, a more complex library for distributed numerical computation, ideal for training and running very large neural networksPractical code examples that you can apply without learning excessive machine learning theory or algorithm details

    99 Ways to Tell a Story is a series of engrossing one page comics that tell the same story ninety nine different ways Inspired by Raymond Queneau s 1947 Exercises in Style a mainstay of creative writing courses Madden s project demonstrates the expansive range of possibilities available to all storytellers Readers are taken on an enlightening tour sometimes amusing always surprising through the world of the story Writers and artists in every media will find Madden s collection especially useful even revelatory Here is a chance to see the full scope of opportunities available to the storyteller each applied to a single scenario varying points of view visual and verbal parodies formal reimaginings and radical shuffling of the basic components of the story Madden s amazing series of approaches will inspire storytellers to think through and around obstacles that might otherwise prevent them from getting good ideas onto the page 99 Ways to Tell a Story provides a model that will spark productive conversations among all types of creative people novelists screenwriters graphic designers and cartoonists