Contemporary projects on an area of up to 500 sqft from around the world with an amazing range of enthralling building concepts and fascinating design solutions.

Norway-based Todd Saunders is one of the most important contemporary Canadian architects working internationally. His simple yet powerful architecture incorporates elements of his home country’s vernacular identity – including the use of wood and carefully picked Modernist influences – brought into the 21st century with excellent execution, quality materials and a hands-on approach. His most important projects include the Aurland Lookout in Norway and the series of artists' studios and a hotel on Fogo Island in Newfoundland. This second revised edition includes new projects and unpublished material. Edited by Jonathan Bell and Ellie Stathaki (respectively editor-at-large and architecture editor at Wallpaper), the book was designed by renowned graphic designer Henrik Nygren.

This book is the celebration of small buildings, those unexpected structures that make us momentarily pause to ponder their meaning, or our own meaning, or simply to appreciate the elegance of their creation. From the spectrum of functions and styles of these structures, it is clear that size imposes no limits on creativity, and utility is no constraint to beauty. Thinking small is a wonderfully constructive exercise.

Amongst us are real, powerful stories of inspiring women who offer impactful and compelling successes. These are true stories that give us hope, courage, and drive. In Her Purpose creators, Rose Buado and Jennifer Redondo-Marquez introduce you to 40 amazing stories of strong Asian women who are redefining success on their own terms. There is so much to learn from these women who came before us. Like these women, many of us struggle to find a career path, follow a life goal, and face different challenges, ups, and downs. Their stories give insights and share their personal journey of how they got to where they are now. They all took different paths ranging from fashion, medical, art, entertainment, education, and various industries. Each of these women has defied social and cultural conventions that have shaped our existence as we know it.

For everyone who’s ever dreamed of simplifying their life and downsizing their home, Micro Living offers an insider’s look at what tiny house living is really like. Best-selling author and tiny house enthusiast Derek “Deek” Diedricksen profiles 40 tiny — but practical — houses that are equipped for full-time living, all in 400 square feet or less. Detailed photography and a floor plan for each structure highlight inventive space-saving design features along with the nuts-and-bolts details of heating, cooling, electric, and plumbing systems. The real-life stories of residents impart the pleasures, as well as the challenges, of day-to-day living. With tips on what to consider before you build, along with framing plans for a prototype small cabin, Micro Living is the perfect starter handbook for both dreamers and doers.

Want to sell your home at a premium price—now? Never mind simply tidying up: an amazing 91% of real estate professionals say professional staging is the way to go. But sure enough, hiring a staging consultant will cost you. Thankfully, you can now get all the secrets and techniques the pros don’t want you to know, from one of America’s most successful staging experts. Home Staging That Works shows you how to turn any home into a showpiece that buyers will be fighting over. With specific recommendations on what to do, keep, chuck, fix, paint, replace, avoid, update, show, hide, highlight, and more, you’ll learn how to: Focus on your potential buyers’ tastes (not your own) • Create curb appeal • Drive Internet interest with photos that flatter your home • De-clutter and pre-pack at the same time • Clean and repair your home without spending a fortune • Keep your home sale-ready—without being afraid to live in it Complete with photographs of real-life before-and-after transformations, Home Staging That Works offers strategies for each room in your home, as well as conceptual approaches to bring the parts together beautifully. Your home is a magical place waiting for the right buyer to fall in love. Make the match happen with Home Staging That Works!

Every morning, the architect and writer Michael Sorkin walks downtown from his Greenwich Village apartment through Washington Square to his Tribeca office. Sorkin isn't in a hurry, and he never ignores his surroundings. Instead, he pays careful, close attention. And in Twenty Minutes in Manhattan, he explains what he sees, what he imagines, what he knows—giving us extraordinary access to the layers of history, the feats of engineering and artistry, and the intense social drama that take place along a simple twenty-minute walk.

Boy Meets Bird. Boy Gets Bird. Boy Loses Bird An Urban Folktale. One day in the dead of winter, New York Times restaurant critic William Grimes looked out the window into his backyard in Queens and saw a chicken, jet black with a crimson comb. Wherever it had come from, it showed no sign of leaving, and it quickly made a place for itself among the society of resident stray cats. Before long, the chicken became the Chicken, and it began to arouse not only Grimes's protective impulses but also his curiosity. He discovered that chickens were domesticated first as fighters, not food; that egg-laying is triggered by exposure to light; that chickens were a fashion statement in Victorian days. He began to probe the mysteries of gallinaceous behavior, learning to distinguish a dust bath from a death dance and how to cater to his guest's eclectic palate. And when the Chicken began to repay his hospitality with five or six custom-laid eggs per week, Grimes had an answer to the age-old conundrum of which came first: the Chicken. And then one day, obeying some bird-brained logic of its own -- or perhaps the victim of fowl play -- the Chicken vanished, leaving Grimes eggless but with this funny, enlightening, and heartwarming tale to tell.

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.