Empfehlungen basierend auf "Head First Data Analysis"

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von Brian Christian, Tom Griffiths

What should we do, or leave undone, in a day or a lifetime? How much messiness should we accept? What balance of the new and familiar is the most fulfilling? These may seem like uniquely human quandaries, but they are not. Computers, like us, confront limited space and time, so computer scientists have been grappling with similar problems for decades. And the solutions they’ve found have much to teach us.In a dazzlingly interdisciplinary work, Brian Christian and Tom Griffiths show how algorithms developed for computers also untangle very human questions. They explain how to have better hunches and when to leave things to chance, how to deal with overwhelming choices and how best to connect with others. From finding a spouse to finding a parking spot, from organizing one’s inbox to peering into the future, Algorithms to Live By transforms the wisdom of computer science into strategies for human living.

von Alberto Savoia

The Law of Market Failure: Most new products will fail in the market, even if competently executed.Using his experience at Google, his remarkable success as an entrepreneur and consultant, and insights from his lectures at Stanford University and Google, Alberto Savoia’s The Right It offers an unparalleled approach to beating the beast that is market failure.Millions of people around the world are working hard to bring to life new ideas. Some of these ideas will turn out to be stunning successes that will have a major impact on our world and our culture: The next Google, the next Polio vaccine, the next Harry Potter, the next Red Cross, the next Ford Mustang. Others will be smaller, more personal but no less meaningful, successes: A little restaurant that becomes a neighborhood favorite, a biography that does not make the best-seller list but tells an important story, a local nonprofit to care for abandoned pets. At this very same moment, another group of people is working equally hard to develop new ideas that, when launched, will fail. Some of them will fail spectacularly and publicly: like New Coke, the movie “John Carter”, or the Ford Edsel. Others will be smaller, more private, but no less painful failures: A home-based business that never takes off, a children’s book that neither publishers nor children have any interest in, a charity for a cause that too few people care enough about.If you are currently working to develop a new idea, whether on your own or as part of a team, which group are you in? Most people believe that they either are, or will be, in the first group—the group whose ideas will be successful. All they have to do is work hard and execute well. Unfortunately, we know that this cannot be the case. The law of market failure tells us that up to 90 percent of most new products, services, businesses, and initiatives will fail soon after they are launched—regardless of how promising they sound, how much we commit to them, or how well we execute them. This is a hard fact to accept. We believe that other people fail because they don’t know what they are doing. Somehow, we believe that this does not apply to us and to our idea—especially if we’ve experienced victories in the past.Filled with detailed case studies, a lesson on creating your own hard data, a strategy for market engagement, and an introduction to the concept of a pretotype (not a prototype), The Right It is a groundbreaking, entertaining, and highly practical book delivers a proven formula for turning ideas, products, services, and businesses into successful endeavors.As Alberto writes, “make sure you are building The Right It before you build It right”.

von Michael E. Gerber

An instant classic, this revised and updated edition of the phenomenal bestseller dispels the myths about starting your own business. Small business consultant and author Michael E. Gerber, with sharp insight gained from years of experience, points out how common assumptions, expectations, and even technical expertise can get in the way of running a successful business. Gerber walks you through the steps in the life of a business—from entrepreneurial infancy through adolescent growing pains to the mature entrepreneurial perspective: the guiding light of all businesses that succeed—and shows how to apply the lessons of franchising to any business, whether or not it is a franchise. Most importantly, Gerber draws the vital, often overlooked distinction between working on your business and working in your business. The E-Myth Revisited will help you grow your business in a productive, assured way.

von Robert C. Martin

Even bad code can function. But if code isn’t clean, it can bring a development organization to its knees. Every year, countless hours and significant resources are lost because of poorly written code. But it doesn’t have to be that way. Noted software expert Robert C. Martin presents a revolutionary paradigm with Clean Code: A Handbook of Agile Software Craftsmanship. Martin has teamed up with his colleagues from Object Mentor to distill their best agile practice of cleaning code “on the fly” into a book that will instill within you the values of a software craftsman and make you a better programmer–but only if you work at it. What kind of work will you be doing? You’ll be reading code–lots of code. And you will be challenged to think about what’s right about that code, and what’s wrong with it. More importantly, you will be challenged to reassess your professional values and your commitment to your craft. Clean Code is divided into three parts. The first describes the principles, patterns, and practices of writing clean code. The second part consists of several case studies of increasing complexity. Each case study is an exercise in cleaning up code–of transforming a code base that has some problems into one that is sound and efficient. The third part is the payoff: a single chapter containing a list of heuristics and “smells” gathered while creating the case studies. The result is a knowledge base that describes the way we think when we write, read, and clean code. Readers will come away from this book understanding How to tell the difference between good and bad code How to write good code and how to transform bad code into good code How to create good names, good functions, good objects, and good classes How to format code for maximum readability How to implement complete error handling without obscuring code logic How to unit test and practice test-driven development This book is a must for any developer, software engineer, project manager, team lead, or systems analyst with an interest in producing better code.

von Nir Eyal

How Do Successful Companies Create Products People Can't Put Down? Why Do Some Products Capture Widespread Attention While Others Flop? What Makes Us Engage With Certain Products Out Of Sheer Habit? Is There A Pattern Underlying How Technologies Hook Us? Nir Eyal Answers These Questions (and Many More) By Explaining The Hook Model -- A Four Steps Process Embedded Into The Products Of Many Successful Companies To Subtly Encourage Customer Behavior. Through Consecutive “hook Cycles,” These Products Reach Their Ultimate Goal Of Bringing Users Back Over And Over Again, Without Depending On Costly Advertising Or Aggressive Messaging. Hooked Is Based On Eyal’s Years Of Research, Consulting, And Practical Experience. He Wrote The Book He Wished Had Been Available To Him As A Startup Founder – Not Abstract Theory, But A How-to Guide For Building Better Products. Hooked Is Written For Product Managers, Designers, Marketers, Startup Founders, And Anyone Who Seeks To Understand How Products Influence Our Behavior.

von Byron Sharp

This book provides evidence-based answers to the key questions asked by marketers every day. Tackling issues such as how brands grow, how advertising really works, what price promotions really do and how loyalty programs really affect loyalty, How Brands Grow presents decades of research in a style that is written for marketing professionals to grow their brands. It is the first book to present these laws in context and to explore their meaning and application.The most distinctive element to this book is that the laws presented are tried and tested; they have been found to hold over varied conditions, time and countries. This is contrary to most marketing texts and indeed, much information provides evidence that much modern marketing theory is far from soundly based.

von Martin Fowler, Kent Beck, John Brant, William Opdyke, Don Roberts

Refactoring is about improving the design of existing code. It is the process of changing a software system in such a way that it does not alter the external behavior of the code, yet improves its internal structure. With refactoring you can even take a bad design and rework it into a good one. This book offers a thorough discussion of the principles of refactoring, including where to spot opportunities for refactoring, and how to set up the required tests. There is also a catalog of more than 40 proven refactorings with details as to when and why to use the refactoring, step by step instructions for implementing it, and an example illustrating how it works The book is written using Java as its principle language, but the ideas are applicable to any OO language.

von Kurt Bittner, Patricia Kong, Dave West, David West

Improve and Accelerate Software Delivery for Large, Distributed, Complex Projects The Nexus Framework is the simplest, most effective approach to applying Scrum at scale across multiple teams, sites, and time zones. Created by Scrum.org--the pioneering Scrum training and certification organization founded by Scrum co-creator Ken Schwaber--Nexus draws on decades of experience to address the unique challenges teams face in coming together, sharing work, and managing and minimizing dependencies. The NexusTM Framework for Scaling Scrum is a concise book that shows how Nexus helps teams to deliver a complex, multi-platform, software-based product in short, frequent cycles, without sacrificing consistency or quality, and without adding unnecessary complexity or straying from Scrum's core principles. Using an extended case study, the authors illustrate how Nexus helps teams solve common scaling challenges like reducing cross-team dependencies, preserving team self-organization and transparency, and ensuring accountability. Understand the challenges of delivering working, integrated product increments with multiple teams, and how Nexus addresses them Form a Nexus around a new or existing product and learn how that Nexus sets goals and plans its work Run Sprints within a Nexus, provide transparency into progress, conduct effective Nexus Sprint reviews, and use Nexus Sprint Retrospectives to continuously improve Overcome the distributed team collaboration challenges Register your product at informit.com/register for convenient access to downloads, updates, and/or corrections as they become available.

von David Farley

Improve Your Creativity, Effectiveness, and Ultimately, Your Code In Modern Software Engineering, continuous delivery pioneer David Farley helps software professionals think about their work more effectively, manage it more successfully, and genuinely improve the quality of their applications, their lives, and the lives of their colleagues. Writing for programmers, managers, and technical leads at all levels of experience, Farley illuminates durable principles at the heart of effective software development. He distills the discipline into two core exercises: learning and exploration and managing complexity. For each, he defines principles that can help you improve everything from your mindset to the quality of your code, and describes approaches proven to promote success. Farley's ideas and techniques cohere into a unified, scientific, and foundational approach to solving practical software development problems within realistic economic constraints. This general, durable, and pervasive approach to software engineering can help you solve problems you haven't encountered yet, using today's technologies and tomorrow's. It offers you deeper insight into what you do every day, helping you create better software, faster, with more pleasure and personal fulfillment. Clarify what you're trying to accomplish Choose your tools based on sensible criteria Organize work and systems to facilitate continuing incremental progress Evaluate your progress toward thriving systems, not just more "legacy code" Gain more value from experimentation and empiricism Stay in control as systems grow more complex Achieve rigor without too much rigidity Learn from history and experience Distinguish "good" new software development ideas from "bad" ones Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.

von Joseph Yiu

This new edition has been fully revised and updated to include extensive information on the ARM Cortex-M4 processor, providing a complete up-to-date guide to both Cortex-M3 and Cortex-M4 processors, and which enables migration from various processor architectures to the exciting world of the Cortex-M3 and M4. This book presents the background of the ARM architecture and outlines the features of the processors such as the instruction set, interrupt-handling and also demonstrates how to program and utilize the advanced features available such as the Memory Protection Unit (MPU). Chapters on getting started with IAR, Keil, gcc and CooCox CoIDE tools help beginners develop program codes.  Coverage also includes the important areas of software development such as using the low power features, handling information input/output, mixed language projects with assembly and C, and other advanced topics.Two new chapters on DSP features and CMSIS-DSP software libraries, covering DSP fundamentals and how to write DSP software for the Cortex-M4 processor, including examples of using the CMSIS-DSP library, as well as useful information about the DSP capability of the Cortex-M4 processor A new chapter on the Cortex-M4 floating point unit and how to use it A new chapter on using embedded OS (based on CMSIS-RTOS), as well as details of processor features to support OS operations Various debugging techniques as well as a troubleshooting guide in the appendix topics on software porting from other architectures A full range of easy-to-understand examples, diagrams and quick reference appendices