An introduction to algorithms for readers with no background in advanced mathematics or computer science, emphasizing examples and real-world problems. Algorithms are what we do in order not to have to do something. Algorithms consist of instructions to carry out tasks—usually dull, repetitive ones. Starting from simple building blocks, computer algorithms enable machines to recognize and produce speech, translate texts, categorize and summarize documents, describe images, and predict the weather. A task that would take hours can be completed in virtually no time by using a few lines of code in a modern scripting program. This book offers an introduction to algorithms through the real-world problems they solve. The algorithms are presented in pseudocode and can readily be implemented in a computer language. The book presents algorithms simply and accessibly, without overwhelming readers or insulting their intelligence. Readers should be comfortable with mathematical fundamentals and have a basic understanding of how computers work; all other necessary concepts are explained in the text. After presenting background in pseudocode conventions, basic terminology, and data structures, chapters cover compression, cryptography, graphs, searching and sorting, hashing, classification, strings, and chance. Each chapter describes real problems and then presents algorithms to solve them. Examples illustrate the wide range of applications, including shortest paths as a solution to paragraph line breaks, strongest paths in elections systems, hashes for song recognition, voting power Monte Carlo methods, and entropy for machine learning. Real-World Algorithms can be used by students in disciplines from economics to applied sciences. Computer science majors can read it before using a more technical text.

How can you successfully deploy AI? When AI works, it's nothing short of brilliant, helping companies make or save tremendous amounts of money while delighting customers on an unprecedented scale. When it fails, the results can be devastating. Most AI models never make it out of testing, but those failures aren't random. This practical guide to deploying AI lays out a human-first, responsible approach that has seen more than three times the success rate when compared to the industry average. In Real World AI, Alyssa Simpson Rochwerger and Wilson Pang share dozens of AI stories from startups and global enterprises alike featuring personal experiences from people who have worked on global AI deployments that impact billions of people every day.  AI for business doesn't have to be overwhelming. Real World AI uses plain language to walk you through an AI approach that you can feel confident about-for your business and for your customers.

Get a practical, hands-on introduction to the Haskell language, its libraries and environment, and to the functional programming paradigm that is fast growing in importance in the software industry. This book contains excellent coverage of the Haskell ecosystem and supporting tools, include Cabal and Stack for managing projects, HUnit and QuickCheck for software testing, the Spock framework for developing web applications, Persistent and Esqueleto for database access, and parallel and distributed programming libraries. You’ll see how functional programming is gathering momentum, allowing you to express yourself in a more concise way, reducing boilerplate, and increasing the safety of your code. Haskell is an elegant and noise-free pure functional language with a long history, having a huge number of library contributors and an active community. This makes Haskell the best tool for both learning and applying functional programming, and Practical Haskell takes advantage of this to show off the language and what it can do. What You Will Learn Get started programming with Haskell Examine the different parts of the language Gain an overview of the most important libraries and tools in the Haskell ecosystem Apply functional patterns in real-world scenarios Understand monads and monad transformers Proficiently use laziness and resource management Who This Book Is For Experienced programmers who may be new to the Haskell programming language. However, some prior exposure to Haskell is recommended.

This work focuses on one of ethics' most insidious problems: the inability to make clear and consistent choices in everyday life. The practical tools and techniques in this book can help readers design a set of personal standards, based on sound ethical reasoning, for reducing everyday compromises.

Do you ever feel like self-help gurus are...lying to you?You want a better life. You know it's possible, but the promises you see most self-help books make just seem too good to be true, right?"Work 4 hours a week and make millions?""Quit your job in six months!""Follow these ten steps to become rich, famous, and everlastingly happy!"Is there a better alternative? Is there a way to learn how to live a better life without all the extra hype, fake-promises, and B.S.? Real Help: An Honest Guide to Self-Improvement details the in-depth self-improvement knowledge and wisdom from Ayodeji Awosika -- a self-taught 3-time author, TEDx speaker, and top writer on medium.com with over 50,000 followers who helps millions of readers per year with wisdom and insights to change their life.This book won't guarantee any of the following: You'll make millions of dollars You'll build a life-changing business that helps you quit your job overnight You'll find perfect, peace, happiness, and contentment It will, however, teach you everything you need to know to help you: Discover your life purpose (without needing an "exact match") Develop the mental toughness you need to thrive in an unfair world Start your first passion project or side business (without needing to be an expert) Dramatically increase your odds of living a successful life (even though this can't be guaranteed) Build life-changing habits and execute them on auto-pilot (even if you've tried and failed before) This is a book that tells you what you need to know, not what you want to hear. This is a book that tells you how the world actually works, not how you think it should work.Aren't you tired of being told you can "succeed no matter what!"? It's almost insulting. You live in the real world. If you want to succeed in the real world, you have to understand how to be optimistic and realistic at the same time. With Real Help, you'll get a no-holds-barred field guide to improving your life with the circumstances you've been given. It will help you build a tailor-made path to a successful life based on your definition of the word.

A project-based approach to learning Python programming for beginners. Intriguing projects teach you how to tackle challenging problems with code. You've mastered the basics. Now you're ready to explore some of Python's more powerful tools. Real-World Python will show you how. Through a series of hands-on projects, you'll investigate and solve real-world problems using sophisticated computer vision, machine learning, data analysis, and language processing tools. You'll be introduced to important modules like OpenCV, NumPy, Pandas, NLTK, Bokeh, Beautiful Soup, Requests, HoloViews, Tkinter, turtle, matplotlib, and more. You'll create complete, working programs and think through intriguing projects that show you how to: Save shipwrecked sailors with an algorithm designed to prove the existence of God Detect asteroids and comets moving against a starfield Program a sentry gun to shoot your enemies and spare your friends Select landing sites for a Mars probe using real NASA maps Send unbreakable messages based on a book code Survive a zombie outbreak using data science Discover exoplanets and alien megastructures orbiting distant stars Test the hypothesis that we're all living in a computer simulation And more! If you're tired of learning the bare essentials of Python Programming with isolated snippets of code, you'll relish the relevant and geeky fun of Real-World Python!

modo is one of the most exciting 3D applications to come out in ages. With its revolutionary toolset, inspiring 3D rendering engine, and advanced ergonomics it promises to offer tremendous advantages to almost any segment within the CGI and graphics industry. This book teaches artists how to use modo to maximize benefits with the shortest learning curve. To not only identify and exploit the power of the modo toolset, but to also show the tremendous advantages of learning and implementing modo to any who could derive a benefit by doing so. McKay Hawkes will illuminate modo with clear, motivating, entertaining and stylized pages. This book will inspire and intrigue readers with captivating imagery, strong emotional draw, pertinent industry information, real world observations, and valuable tips & tricks. The companion web site (hosted on Luxology's web site) will include an online tutorial video relating to the creation of the inspiring cover art and all relating support files.

Learn how people break websites and how you can, too. Real-World Bug Hunting is the premier field guide to finding software bugs. Whether you're a cyber-security beginner who wants to make the internet safer or a seasoned developer who wants to write secure code, ethical hacker Peter Yaworski will show you how it's done. You'll learn about the most common types of bugs like cross-site scripting, insecure direct object references, and server-side request forgery. Using real-life case studies of rewarded vulnerabilities from applications like Twitter, Facebook, Google, and Uber, you'll see how hackers manage to invoke race conditions while transferring money, use URL parameter to cause users to like unintended tweets, and more. Each chapter introduces a vulnerability type accompanied by a series of actual reported bug bounties. The book's collection of tales from the field will teach you how attackers trick users into giving away their sensitive information and how sites may reveal their vulnerabilities to savvy users. You'll even learn how you could turn your challenging new hobby into a successful career. You'll learn: How the internet works and basic web hacking concepts How attackers compromise websites How to identify functionality commonly associated with vulnerabilities How to find bug bounty programs and submit effective vulnerability reports Real-World Bug Hunting is a fascinating soup-to-nuts primer on web security vulnerabilities, filled with stories from the trenches and practical wisdom. With your new understanding of site security and weaknesses, you can help make the web a safer place--and profit while you're at it.

To attract attention to your cause, you could:o Paint your building Day-Glo orangeo Blare hip hop music from the rooftopo Have staff members sport Mohawk haircutsBut if you're a bit less bombastic, and searching for innovative (and more palatable) ways to attract ongoing attention, you'll fare much better with Joseph Barbato's Attracting the Attention Your Cause Deserves.First, let's make clear what this book is NOT.It is not a guide for writing press releases.It is not a manual for creating a speaker's bureau.It is not a treatise offering PR palaver.All of those hairs have been split many times over.Attracting the Attention Your Cause Deserves is something far more useful and invigorating to those wanting to advance the good work of their organization.Think of it as a "Trade Secrets Revealed" book, one allowing you to accomplish three critical objectives for your cause:1) Greater visibility2) A broader constituency3) More money raisedWith more than a million nonprofit organizations in existence, there's a lot of noise out there. Shouting won't get you noticed everybody's doing that. And everybody's tuning it out. What will attract attention is following Joseph Barbato's field-tested advice. Take his insider wisdom to heart. It spills over every single page of this book.Then, even if you whisper, rest assured you'll still be heard.

This book is designed to help you navigate the challenges and joys of building and maintaining a healthy restorative ecosystem in your school, while providing concrete tools and real-world stories to guide you through the process. Traditional methods of discipline are commonly found to be ineffective, and this book shows how restorative justice can benefit schools in a huge variety of ways, such as decreasing the need for suspensions, increasing academic outcomes, and improving the health of your whole school community. Written by the founder and the education director of the National Center for Restorative Justice, each and every chapter is packed with expertise on everything from carrying out the stages of a restorative circle to understanding the importance of conflict. The authors pull no punches in showing that this work is not always easy, but their passion for restorative justice shines out of every page, demonstrating just how valuable this approach can be in bringing the absolute best out of your students and school.