We are living in an age where data comes in abundance, and thanks to the self-learning algorithms from the field of machine learning, we can turn this data into knowledge. Automated speech recognition on our smart phones, web search engines, e-mail spam filters, the recommendation systems of our favorite movie streaming services – machine learning makes it all possible.Thanks to the many powerful open-source libraries that have been developed in recent years, machine learning is now right at our fingertips. Python provides the perfect environment to build machine learning systems productively.This book will teach you the fundamentals of machine learning and how to utilize these in real-world applications using Python. Step-by-step, you will expand your skill set with the best practices for transforming raw data into useful information, developing learning algorithms efficiently, and evaluating results.You will discover the different problem categories that machine learning can solve and explore how to classify objects, predict continuous outcomes with regression analysis, and find hidden structures in data via clustering. You will build your own machine learning system for sentiment analysis and finally, learn how to embed your model into a web app to share with the world

    Switching between these with the mouse takes up valuable time and can break your concentration. By using tmux, you can improve your productivity and regain your focus. This book will show you how.You’ll learn how to manage multiple terminal sessions within tmux using only your keyboard. You’ll see how to manage and run programs side-by-side in panes, and you’ll learn how to create the perfect development environment with custom scripts so that when you’re ready to work, your programs are waiting for you. Then you’ll discover how to manipulate text with tmux’s copy and paste buffers. Once you’ve got the basics down, you’ll discover how easy it is to use tmux to collaborate remotely with others. Finally, you’ll explore more advanced usage as you manage multiple tmux sessions, add custom scripts into the tmux status line, and integrate tmux with your system.Whether you’re an application developer or a system administrator, you’ll find many useful tricks and techniques to help you take control of your terminal.

    But the state-of-the-art has moved forward dramatically since Meyers last updated this book in 1997. (For instance, there s now STL. Design patterns. Even new functionality being added through TR1 and Boost.) So Meyers has done a top-to-bottom rewrite, identifying the 55 most valuable techniques you need now to be exceptionally effective with C++. Over half of this edition s content is new. Templates broadly impact C++ development, and you ll find them everywhere. There s extensive coverage of multithreaded systems. There s an entirely new chapter on resource management. You ll find substantial new coverage of exceptions. Much is gained, but nothing s lost: You ll find the same depth of practical insight that first made Effective C++ a classic all those years ago. Bill Camarda, from the July 2005 href="http://www.barnesandnoble.com/newslet... Only

    Design patterns are time-tested solutions to recurring problems, letting the designer build programs on solutions that have already proved effective Provides developers with more than a dozen ASP.NET examples showing standard design patterns and how using them helpsbuild a richer understanding of ASP.NET architecture, as well as better ASP.NET applications Builds a solid understanding of ASP.NET architecture that can be used over and over again in many projects Covers ASP.NET code to implement many standard patterns including Model-View-Controller (MVC), ETL, Master-Master Snapshot, Master-Slave-Snapshot, Facade, Singleton, Factory, Single Access Point, Roles, Limited View, observer, page controller, common communication patterns, and more

    Widely accepted as the authoritative text and reference on electronic circuit design, both analog and digital, this book revolutionized the teaching of electronics by emphasizing the methods actually used by circuit designers -- a combination of some basic laws, rules of thumb, and a large bag of tricks. The result is a largely nonmathematical treatment that encourages circuit intuition, brainstorming, and simplified calculations of circuit values and performance. The new Art of Electronics retains the feeling of informality and easy access that helped make the first edition so successful and popular. It is an ideal first textbook on electronics for scientists and engineers and an indispensable reference for anyone, professional or amateur, who works with electronic circuits.

     AWS has been the frontrunner in cloud computing products and services, and the AWS Certified Solutions Architect Official Study Guide for the Associate exam will get you fully prepared through expert content, and real-world knowledge, key exam essentials, chapter review questions, access to Sybex’s interactive online learning environment, and much more. This official study guide, written by AWS experts, covers exam concepts, and provides key review on exam topics, including: Mapping Multi-Tier Architectures to AWS Services, such as web/app servers, firewalls, caches and load balancers Understanding managed RDBMS through AWS RDS (MySQL, Oracle, SQL Server, Postgres, Aurora) Understanding Loose Coupling and Stateless Systems Comparing Different Consistency Models in AWS Services Understanding how AWS CloudFront can make your application more cost efficient, faster and secure Implementing Route tables, Access Control Lists, Firewalls, NAT, and DNS Applying AWS Security Features along with traditional Information and Application Security Using Compute, Networking, Storage, and Database AWS services Architecting Large Scale Distributed Systems Understanding of Elasticity and Scalability Concepts Understanding of Network Technologies Relating to AWS Deploying and Managing Services with tools such as CloudFormation, OpsWorks and Elastic Beanstalk. Learn from the AWS subject-matter experts, review with proven study tools, and apply real-world scenarios. If you are looking to take the AWS Certified Solutions Architect Associate exam, this guide is what you need for comprehensive content and robust study tools that will help you gain the edge on exam day and throughout your career.

     Leading-edge companies like Amazon and Google are applying DevOps and Agile principles to deliver large software projects faster than anyone thought possible. But most executives don’t understand how to transform their current legacy systems and processes to scale these principles across their organizations. Leading the Transformation is an executive guide, providing a clear framework for improving development and delivery. Instead of the traditional Agile and DevOps approaches that focus on improving the effectiveness of teams, this book targets the coordination of work across teams in large organizations—an improvement that executives are uniquely positioned to lead.

    The Department of Justice’s endeavors to capture him on video surveillance likewise came up empty, because he rarely left his modest row house at 2230 Ocean Pkwy., in Brooklyn, New York. He was silent and reclusive to a fault. And by the time the public got their first look at him in 1970 (following an arrest on a trumped-up charge that was never prosecuted) he was already the most powerful mafia boss in the country, controlling a crew of 800 mafiosi, who oversaw nearly 50 criminal and legitimate businesses, which netted his crime family over $1 billion in annual revenue. Yet few even knew his name, let alone his story. Now, for the first time ever, the true story of Carlo Gambino is told in full, gory detail. Gambino: The Rise, A Novel Based on a True Story, unveils the intricate machinations of Gambino’s ascent, from poor, immigrant stowaway, to billionaire boss of America’s most deadly and elite crime family. On this journey, we meet such celebrity hoods as Charlie “Lucky” Luciano, Al “Scarface” Capone, Meyer Lansky, Vito Genovese, and Albert “The Mad Hatter” Anastasia… all of whom became pawns on Gambino’s Machiavellian chess set. Gambino’s story is a rags to riches tail of the bloodiest kind, which explores the dichotomies of family, wealth, and power within the mafia environment. With its careful scrutiny of mob business and brutality, Gambino: The Rise will undoubtedly draw comparisons to Mario Puzo’s timeless classic, The Godfather. But this is to be expected, especially when Puzo’s fictional crime patriarch, Vito Corleone, was based on none other than Carlo Gambino. Gambino: The Rise is a historical novel for the ages that will leave readers shell-shocked with every flip of the page, until its earth-shattering and climactic end.

    Despite her harsh and abusive upbringing, she worked hard and studied harder. With an IQ of 252. she's a certified genius and is working towards her Masters's Degree in Computer Engineering and Computer Science at Stanford University.When tough times hit and she's desperate for money, she steals $5 Million from an offshore bank account. Little did she know she was stealing from the most ruthless Mafia Boss in the world: Dante Vino.

    But the cosmos has something different in store... From Chapter One: THE ARRIVAL "I didn’t even really see it. I felt it and there was a flash of brilliant green and blue light. But I had no idea what was going on. All I knew was that something had entered my room before I could get the window closed, the force of it knocking me to the floor." "It was standing there, no taller than my knee. It was green, with little pointy ears and a little face. I didn’t even know whether it was a he or a she. It just stood there, shaking its head back and forth and examining the wreckage that must’ve been a spaceship of sorts, though it looked no bigger than a toy truck." This is book one in this serialized story that’s ideal for kids ages 9-12. These books are the perfect thing to listen to and read right before bedtime, or when you just have a few spare moments. Each book will be approximately 7500 words, with the audiobook clocking in at about 35 - 40 minutes. Audiobooks, used in tandem with a text, are a great way to increase your child’s reading fluency, vocabulary and word acquisition, and comprehension! Book Tags: Fantasy stories for kids 4-8, bedtime stories children’s values books, Bedtime stories for kids ages 4-8, Bedtime stories for kids ages 3-8, stories for girls ages 4-8, short books for kids 4-8, short books for girls 4-8, Kindle Unlimited Books For Kids, kids books, children's books bedtime stories for kids, bedtime storybook collection, bedtime storybook, kids stories, bedtime stories for children, bedtime reading, free childrens books, Children's books, short stories, kids stories, stories for kids, stories for children, kids ebooks, short stories, bedtime stories, kids stories, stories for kids, short stories for kids, short stories, stories for kids, jokes, kids stories, childrens stories, kids books, childrens books, books for kids, bedtime stories, kids books, ebooks, books for kids, jokes, kids, hilarious, children, kid, kids books, childrens books, childrens book, kids book about animals, elementary, kids book, books for kids, childrens book, book, kindle book, kindle ebook, comedy, kindle unlimited, kindle unlimited books for kids, kindle unlimited books for children, humor, early reader, beginning reader, kids comedy, bedtime stories, free ebooks, ebooks free, stories for kids, preschool, ages 3-5, ages 6-8, ages 9-12, preteen, beginning readers, beginner reading, kids stories, children stories

    They've come up with a plan to lure the criminal out of hiding, but everything goes terribly wrong during the mission when each agent becomes compromised and sent to the principal's office. The worst part is that Nolan himself has been labeled as the cheater! Now the only way he can clear his name is to find the real cheater, but with the entire school hunting after him, it's not going to be so easy. Join Nolan as he unravels the mystery with a jaw dropping twist at the end.6th Grade Spy is a 7500 word exciting mystery that's entertaining for kids and adults (who never grew up).

    The widespread adoption of agile methods has brought the need for effective testing into the limelight, and agile projects have transformed the role of testers. Much of a tester's function, however, remains largely misunderstood. What is the true role of a tester? Do agile teams actually need members with QA backgrounds? What does it really mean to be an "agile tester?"Two of the industry's most experienced agile testing practitioners and consultants, Lisa Crispin and Janet Gregory, have teamed up to bring you the definitive answers to these questions and many others. In Agile Testing, Crispin and Gregory define agile testing and illustrate the tester's role with examples from real agile teams. They teach you how to use the agile testing quadrants to identify what testing is needed, who should do it, and what tools might help. The book chronicles an agile software development iteration from the viewpoint of a tester and explains the seven key success factors of agile testing.Readers will come away from this book understanding- How to get testers engaged in agile development- Where testers and QA managers fit on an agile team- What to look for when hiring an agile tester- How to transition from a traditional cycle to agile development- How to complete testing activities in short iterations- How to use tests to successfully guide development- How to overcome barriers to test automationThis book is a must for agile testers, agile teams, their managers, and their customers.

    Now featuring more than 250 color illustrations throughout, this perennially popular guide is a must for novices who want to work with HTML or XHTML, which continue to be the foundation for any Web site The new edition features nearly 50 percent new and updated content, including expanded coverage of CSS and scripting, new coverage of syndication and podcasting, and new sample HTML projects, including a personal Web page, an eBay auction page, a company Web site, and an online product catalog The companion Web site features an eight-page expanded Cheat Sheet with ready-reference information on commands, syntax, colors, CSS elements, and more Covers planning a Web site, formatting Web pages, using CSS, getting creative with colors and fonts, managing layouts, and integrating scripts

    You'll learn techniques for implementing specific Web technologies and patterns to solve the needs of a typical company as it grows from modest beginnings to become a global enterprise.Learn basic Web techniques for application integrationUse HTTP and the Web’s infrastructure to build scalable, fault-tolerant enterprise applicationsDiscover the Create, Read, Update, Delete (CRUD) pattern for manipulating resourcesBuild RESTful services that use hypermedia to model state transitions and describe business protocolsLearn how to make Web-based solutions secure and interoperableExtend integration patterns for event-driven computing with the Atom Syndication Format and implement multi-party interactions in AtomPubUnderstand how the Semantic Web will impact systems design

     Coauthored by the designer of the Scala language, this authoritative book will teach you, one step at a time, the Scala language and the ideas behind it. The book is carefully crafted to help you learn. The first few chapters will give you enough of the basics that you can already start using Scala for simple tasks. The entire book is organized so that each new concept builds on concepts that came before - a series of steps that promises to help you master the Scala language and the important ideas about programming that Scala embodies. A comprehensive tutorial and reference for Scala, this book covers the entire language and important libraries.