To grow professionally, you also need soft skills and effective learning techniques. Honing those skills is what this book is all about. Authors Dave Hoover and Adewale Oshineye have cataloged dozens of behavior patterns to help you perfect essential aspects of your craft. Compiled from years of research, many interviews, and feedback from O'Reilly's online forum, these patterns address difficult situations that programmers, administrators, and DBAs face every day. And it's not just about financial success. Apprenticeship Patterns also approaches software development as a means to personal fulfillment. Discover how this book can help you make the best of both your life and your career. Solutions to some common obstacles that this book explores in-depth include:Burned out at work? "Nurture Your Passion" by finding a pet project to rediscover the joy of problem solving.Feeling overwhelmed by new information? Re-explore familiar territory by building something you've built before, then use "Retreat into Competence" to move forward again.Stuck in your learning? Seek a team of experienced and talented developers with whom you can "Be the Worst" for a while. "Brilliant stuff! Reading this book was like being in a time machine that pulled me back to those key learning moments in my career as a professional software developer and, instead of having to learn best practices the hard way, I had a guru sitting on my shoulder guiding me every step towards master craftsmanship. I'll certainly be recommending this book to clients. I wish I had this book 14 years ago!" -Russ Miles, CEO, OpenCredo

    Presenting 50 case studies of actual situations, this book demonstrates practical applications to issues faced by businesses around the globe. The rapidly evolving field of artificial intelligence has expanded beyond research labs and computer science departments and made its way into the mainstream business environment. Artificial intelligence and machine learning are cited as the most important modern business trends to drive success. It is used in areas ranging from banking and finance to social media and marketing. This technology continues to provide innovative solutions to businesses of all sizes, sectors and industries. This engaging and topical book explores a wide range of cases illustrating how businesses use AI to boost performance, drive efficiency, analyse market preferences and many others. Best-selling author and renowned AI expert Bernard Marr reveals how machine learning technology is transforming the way companies conduct business. This detailed examination provides an overview of each company, describes the specific problem and explains how AI facilitates resolution. Each case study provides a comprehensive overview, including some technical details as well as key learning summaries: Understand how specific business problems are addressed by innovative machine learning methods Explore how current artificial intelligence applications improve performance and increase efficiency in various situations Expand your knowledge of recent AI advancements in technology Gain insight on the future of AI and its increasing role in business and industry Artificial Intelligence in Practice: How 50 Successful Companies Used Artificial Intelligence to Solve Problems is an insightful and informative exploration of the transformative power of technology in 21st century commerce.

    In Zero to One, legendary entrepreneur and investor Peter Thiel shows how we can find singular ways to create those new things. Thiel begins with the contrarian premise that we live in an age of technological stagnation, even if we’re too distracted by shiny mobile devices to notice. Information technology has improved rapidly, but there is no reason why progress should be limited to computers or Silicon Valley. Progress can be achieved in any industry or area of business. It comes from the most important skill that every leader must master: learning to think for yourself.Doing what someone else already knows how to do takes the world from 1 to n, adding more of something familiar. But when you do something new, you go from 0 to 1. The next Bill Gates will not build an operating system. The next Larry Page or Sergey Brin won’t make a search engine. Tomorrow’s champions will not win by competing ruthlessly in today’s marketplace. They will escape competition altogether, because their businesses will be unique. Zero to One presents at once an optimistic view of the future of progress in America and a new way of thinking about innovation: it starts by learning to ask the questions that lead you to find value in unexpected places.

    Ideas for new businesses, solutions to the world's problems, and artistic breakthroughs are common, but great execution is rare. According to Scott Belsky, the capacity to make ideas happen can be developed by anyone willing to develop their organizational habits and leadership capability. That's why he founded Behance, a company that helps creative people and teams across industries develop these skills. Belsky has spent six years studying the habits of creative people and teams that are especially productive-the ones who make their ideas happen time and time again. After interviewing hundreds of successful creatives, he has compiled their most powerful-and often counterintuitive-practices, such as: •Generate ideas in moderation and kill ideas liberally •Prioritize through nagging •Encourage fighting within your team While many of us obsess about discovering great new ideas, Belsky shows why it's better to develop the capacity to make ideas happen-a capacity that endures over time.

    With a blend of software engineering facts and thought-provoking opinions, Fred Brooks offers insight for anyone managing complex projects. These essays draw from his experience as project manager for the IBM System/360 computer family and then for OS/360, its massive software system. Now, 45 years after the initial publication of his book, Brooks has revisited his original ideas and added new thoughts and advice, both for readers already familiar with his work and for readers discovering it for the first time.The added chapters contain (1) a crisp condensation of all the propositions asserted in the original book, including Brooks' central argument in The Mythical Man-Month: that large programming projects suffer management problems different from small ones due to the division of labor; that the conceptual integrity of the product is therefore critical; and that it is difficult but possible to achieve this unity; (2) Brooks' view of these propositions a generation later; (3) a reprint of his classic 1986 paper "No Silver Bullet"; and (4) today's thoughts on the 1986 assertion, "There will be no silver bullet within ten years."

    But it also provides one-of-a-kind leadership training to cutting-edge companies, nonprofits, and public sector organizations—all aimed at increasing creativity, collaboration, and teamwork.The rules for leadership and teamwork have changed, and the skills that got professionals ahead a generation ago don’t work anymore. Now The Second City provides a new toolkit individuals and organizations can use to thrive in a world increasingly shaped by speed, social communication, and decentralization. Based on eight principles of improvisation, Yes, And helps to develop these skills and foster them in high-potential leaders and their teams, including: Mastering the ability to co-create in an ensemble Fostering a “yes, and” approach to work Embracing failure to accelerate high performance Leading by listening and by learning to follow Innovating by making something out of nothingYes, And is a must-read for professionals and organizations, helping to develop the invaluable leadership skills needed to succeed today.

    Prepare for your next job interview."Redesign the NYC metrocard system. Design a dashboard for a general practitioner. Redesign an ATM".Learn how to solve and present exercises like these, that top startups use to interview designers for product design and UI/UX roles. Today top companies are looking for business-minded designers who are not just focused on visuals. With this book you can practice this kind of mindset, prepare for job interview, learn how to interview other designers and find concepts for projects for your portfolio. What will you learn from this book:- Prepare for the design interview — prepare for the design exercise and learn more about how tech companies hire product designers.- Improve your portfolio — use product challenges to showcase in your porfolio instead of unsolicited visual redesigns.- Step up your design career — practice your product design skills to become a better designer and prepare for your next career move.- Interview designers — learn how to interview designers to evaluate their skills in the most efficient and scalable way.What’s inside?- A 7-step framework for solving product design exercises- 30+ examples of exercises similar to exercises used by Google, Facebook, Amazon etc.- 5 full solutions for product design exercises- 5 short interviews with design leaders that worked at Apple, Google, Pinterest, IDEO etc.

    From researching the competition to translating the vision of the CEO, to designing and implementing an integrated brand identity programme, the meticulous development process of designing a brand identity is presented through a highly visible step-by-step approach in five phases.

    There are updates throughout the book as well. These take into account important advances in cognitive psychology and the science of design while confirming and extending the book's basic thesis: that a physical symbol system has the necessary and sufficient means for intelligent action. The chapter "Economic Reality" has also been revised to reflect a change in emphasis in Simon's thinking about the respective roles of organizations and markets in economic systems."People sometimes ask me what they should read to find out about artificial intelligence. Herbert Simon's book The Sciences of the Artificial is always on the list I give them. Every page issues a challenge to conventional thinking, and the layman who digests it well will certainly understand what the field of artificial intelligence hopes to accomplish. I recommend it in the same spirit that I recommend Freud to people who ask about psychoanalysis, or Piaget to those who ask about child psychology: If you want to learn about a subject, start by reading its founding fathers." -- George A. Miller

    We see how these brilliant minds get to work, the choices they have to make: rebuffing convention, stealing (or secreting away) time from the pull of husbands, wives, children, obligations, in order to create their creations.From those who are the masters of their craft (Eudora Welty, Lynn Fontanne, Penelope Fitzgerald, Marie Curie) to those who were recognized in a burst of acclaim (Lorraine Hansberry, Zadie Smith) . . . from Clara Schumann and Shirley Jackson, carving out small amounts of time from family life, to Isadora Duncan and Agnes Martin, rejecting the demands of domesticity, Currey shows us the large and small (and abiding) choices these women made--and continue to make--for their art: Isak Dinesen, "I promised the Devil my soul, and in return he promised me that everything I was going to experience would be turned into tales," Dinesen subsisting on oysters and Champagne but also amphetamines, which gave her the overdrive she required . . . And the rituals (daily and otherwise) that guide these artists: Isabel Allende starting a new book only on January 8th . . . Hilary Mantel taking a shower to combat writers' block ("I am the cleanest person I know") . . . Tallulah Bankhead coping with her three phobias (hating to go to bed, hating to get up, and hating to be alone), which, could she "mute them," would make her life "as slick as a sonnet, but as dull as ditch water" . . . Lillian Hellman chain-smoking three packs of cigarettes and drinking twenty cups of coffee a day--and, after milking the cow and cleaning the barn, writing out of "elation, depression, hope" ("That is the exact order. Hope sets in toward nightfall. That's when you tell yourself that you're going to be better the next time, so help you God.") . . . Diane Arbus, doing what "gnaws at" her . . . Colette, locked in her writing room by her first husband, Henry Gauthier-Villars (nom de plume: Willy) and not being "let out" until completing her daily quota (she wrote five pages a day and threw away the fifth). Colette later said, "A prison is one of the best workshops" . . . Jessye Norman disdaining routines or rituals of any kind, seeing them as "a crutch" . . . and Octavia Butler writing every day no matter what ("screw inspiration"). Germaine de Staël . . . Elizabeth Barrett Browning . . . George Eliot . . . Edith Wharton . . . Virginia Woolf . . . Edna Ferber . . . Doris Lessing . . . Pina Bausch . . . Frida Kahlo . . . Marguerite Duras . . . Helen Frankenthaler . . . Patti Smith, and 131 more--on their daily routines, superstitions, fears, eating (and drinking) habits, and other finely (and not so finely) calibrated rituals that help summon up willpower and self-discipline, keeping themselves afloat with optimism and fight, as they create (and avoid creating) their creations.

    Now in book form for the first time, their simple method will teach you how to use basic design tools to create a life that will work for you.Using real-life stories and proven techniques like reframing, prototyping and mind-mapping, you will learn how to build your way forwards, step-by-positive-step, to a life that’s better by a design of your own making.Because a well-designed life means a life well-lived.

    Web design expert Patrick McNeil, author of the popular Web Designer's Idea Book series, is back with the latest examples of the best design on the web today.Arranged thematically, this guide puts important topics like technology, design styles, elements, site types and site structure at your fingertips. This new volume also includes a detailed discussion of the various content management systems available to help you find the best platform for your project.An indispensable reference, this book provides you with the latest in themes, styles and trends you need to keep your projects relevant in the fast-paced and every-changing world of web design.

    With their first book, Extreme Ownership (published in October 2015), Jocko Willink and Leif Babin set a new standard for leadership, challenging readers to become better leaders, better followers, and better people, in both their professional and personal lives. Now, in THE DICHOTOMY OF LEADERSHIP, Jocko and Leif dive even deeper into the unchartered and complex waters of a concept first introduced in Extreme Ownership: finding balance between the opposing forces that pull every leader in different directions. Here, Willink and Babin get granular into the nuances that every successful leader must navigate. Mastering the Dichotomy of Leadership requires understanding when to lead and when to follow; when to aggressively maneuver and when to pause and let things develop; when to detach and let the team run and when to dive into the details and micromanage. In addition, every leader must:· Take Extreme Ownership of everything that impacts their mission, yet utilize Decentralize Command by giving ownership to their team. · Care deeply about their people and their individual success and livelihoods, yet look out for the good of the overall team and above all accomplish the strategic mission. · Exhibit the most important quality in a leader—humility, but also be willing to speak up and push back against questionable decisions that could hurt the team and the mission.With examples from the authors’ combat and training experiences in the SEAL teams, and then a demonstration of how each lesson applies to the business world, Willink and Babin clearly explain THE DICHOTOMY OF LEADERSHIP—skills that are mission-critical for any leader and any team to achieve their ultimate goal: VICTORY.

    Management is a key part of any organization, yet the discipline is often self-taught and unstructured. Getting to the good solutions of complex management challenges can make the difference between fulfillment and frustration for teams, and, ultimately, the success or failure of companies. Will Larson's An Elegant Puzzle orients around the particular challenges of engineering management--from sizing teams to technical debt to succession planning--and provides a path to the good solutions. Drawing from his experience at Digg, Uber, and Stripe, Will Larson has developed a thoughtful approach to engineering management that leaders of all levels at companies of all sizes can apply. An Elegant Puzzle balances structured principles and human-centric thinking to help any leader create more effective and rewarding organizations for engineers to thrive in.

    While the work entails elements of software development, marketing, and advertising, it's neither purely technical nor traditional "agency" work. Because the industry is relatively new, the gap in understanding between the clients buying the work and the teams building it is often wide, and the methods of delivery vary.Enter the Geek Girls Guide. Nancy Lyons and Meghan Wilker don't just tell you how to deliver digital work, they demonstrate how to think about it. Interactive Project Management helps clients, agencies, and industry professionals better understand the critical role of the interactive project manager, and presents a collaborative, people-focused approach to delivering high-quality digital work. This concise volume helps build understanding across all stakeholders in interactive work, and most importantly, it won't put you to sleep.