John Paul Mueller

Beginning Programming with Python for Dummies

Luca Massaron

Python for Data Science for Dummies

Machine Learning For Dummies

The fast and easy way to learn Python programming and statistics Python is a general-purpose programming language created in the late 1980s—and named after Monty Python—that's used by thousands of people to do things from testing microchips at Intel, to powering Instagram, to building video games with the PyGame library. Python For Data Science For Dummies is written for people who are new to data analysis, and discusses the basics of Python data analysis programming and statistics. The book also discusses Google Colab, which makes it possible to write Python code in the cloud. Get started with data science and Python Visualize information Wrangle data Learn from data The book provides the statistical background needed to get started in data science programming, including probability, random distributions, hypothesis testing, confidence intervals, and building regression models for prediction.

Python for Data Science For Dummies

Google Brings Data Mining to the People! Virtually everyone sees Google as, hands down, the best online search tool. Now you can use and improve on Google technology in your own applications. Mining Google Web Services teaches you dozens of techniques for tapping the power of the Google API. Google already gives you fine-grained control over your search criteria, and this book shows you how to exert the same control in your own focused search and analysis applications. With just a little knowledge of JavaScript, VBA, Visual Studio 6, Visual Studio .NET, PHP, or Java, you will get better (and more relevant) search results--faster and more easily. Here's a little of what you'll find covered inside: Improving the speed and accuracy of searches Performing data mining across the Internet Using Google Web Services to search a single website Building search applications for mobile devices Using caching techniques to improve application performance and reliability Analyzing Google data Creating searches for users with special needs Discovering new uses for Google Obtaining historical data using cached pages Performing spelling checks on any text Reducing the number of false search hits Whether your goal is to improve your own searches or share specialized search capabilities with others, this is the one resource that will see you through the job from start to finish.

Building Applications with the Google API

Mining Google Web Services

Mark Minasi

Rhonda Layfield

Find in-depth coverage of general networking concepts and basic instruction on Windows Server 2008 installation and management including active directory, DNS, Windows storage, and TCP/IP and IPv4 networking basics in Mastering Windows Server 2008 Networking Foundations. One of three new books by best-selling author Mark Minasi, this guide explains what servers do, how basic networking works (IP basics and DNS/WINS basics), and the fundamentals of the under-the-hood technologies that support staff must understand. Learn how to install Windows Server 2008 and build a simple network, security concepts, and basic Windows Server administration.

Mastering Windows Server 2008 Networking Foundations

Algoritmos Para Leigos é um guia claro e conciso para pessoas comuns interessadas em algoritmos e no seu impacto em nossas vidas digitais. Partindo do fato de que já vivemos em um mundo em que algoritmos estão por trás da maior parte da tecnologia que usamos, este livro oferece informações reveladoras sobre a importância dessa ciência matemática — como ela ajuda na ingestão diária de notícias e entretenimento, assim como sua influência no consumo e interações sociais. Você vai até aprender a programar um algoritmo usando Python!Abra este livro e descubra...• Como se tornar expert nas principais áreas que englobam algoritmos;• A incrível história por trás dos algoritmos;• Como usar aplicações reais em procedimentos de resolução de problemas;• Como desenvolver um algoritmo do início ao fim usando Python.

Algoritmos para leigos

Jim Sizemore

Go from total MATLAB newbie to plotting graphs and solving equations in a flash! MATLAB is one of the most powerful and commonly used tools in the STEM field. But did you know it doesn’t take an advanced degree or a ton of computer experience to learn it? MATLAB For Dummies is the roadmap you’ve been looking for to simplify and explain this feature-filled tool. This handy reference walks you through every step of the way as you learn the MATLAB language and environment inside-and-out. Starting with straightforward basics before moving on to more advanced material like Live Functions and Live Scripts, this easy-to-read guide shows you how to make your way around MATLAB with screenshots and newly updated procedures. It includes: A comprehensive introduction to installing MATLAB, using its interface, and creating and saving your first file Fully updated to include the 2020 and 2021 updates to MATLAB, with all-new screenshots and up-to-date procedures Enhanced debugging procedures and use of the Symbolic Math Toolbox Brand new instruction on working with Live Scripts and Live Functions, designing classes, creating apps, and building projects Intuitive walkthroughs for MATLAB’s advanced features, including importing and exporting data and publishing your work Perfect for STEM students and new professionals ready to master one of the most powerful tools in the fields of engineering, mathematics, and computing, MATLAB For Dummies is the simplest way to go from complete newbie to power user faster than you would have thought possible.

MATLAB For Dummies

Let Python do the heavy lifting for you as you analyze large datasets Python for Data Science For Dummies lets you get your hands dirty with data using one of the top programming languages. This beginner’s guide takes you step by step through getting started, performing data analysis, understanding datasets and example code, working with Google Colab, sampling data, and beyond. Coding your data analysis tasks will make your life easier, make you more in-demand as an employee, and open the door to valuable knowledge and insights. This new edition is updated for the latest version of Python and includes current, relevant data examples. Get a firm background in the basics of Python coding for data analysis Learn about data science careers you can pursue with Python coding skills Integrate data analysis with multimedia and graphics Manage and organize data with cloud-based relational databases Python careers are on the rise. Grab this user-friendly Dummies guide and gain the programming skills you need to become a data pro.

Take a deep dive into deep learning Deep learning provides the means for discerning patterns in the data that drive online business and social media outlets. Deep Learning for Dummies gives you the information you need to take the mystery out of the topic—and all of the underlying technologies associated with it. In no time, you’ll make sense of those increasingly confusing algorithms, and find a simple and safe environment to experiment with deep learning. The book develops a sense of precisely what deep learning can do at a high level and then provides examples of the major deep learning application types. Includes sample code Provides real-world examples within the approachable text Offers hands-on activities to make learning easier Shows you how to use Deep Learning more effectively with the right tools This book is perfect for those who want to better understand the basis of the underlying technologies that we use each and every day.

Deep Learning For Dummies

l machine learning facile! Il machine learning, per quanto possa sembrare un argomento complesso, è un nuovo modo per insegnare al computer a svolgere tutta una serie di compiti utili e importanti. Il rilevamento di frodi, gli annunci in tempo reale su pagine web, l’automazione e il filtraggio dello spam via e-mail e l’utilizzo delle reti neurali per l’elaborazione di immagini, suoni e testi sono solo alcuni esempi. Questa guida aggiornata a Python 3 spiega come iniziare, quali sono e come funzionano gli algoritmi di machine learning, come si utilizzano linguaggi di programmazione quali Python e R, come svolgere compiti pratici utilizzando gli algoritmi più efficaci e molto altro ancora!

Machine learning for dummies

Your secret weapon to understanding—and using!—one of the most powerful influences in the world today From your Facebook News Feed to your most recent insurance premiums—even making toast!—algorithms play a role in virtually everything that happens in modern society and in your personal life. And while they can seem complicated from a distance, the reality is that, with a little help, anyone can understand—and even use—these powerful problem-solving tools! In Algorithms For Dummies, you'll discover the basics of algorithms, including what they are, how they work, where you can find them (spoiler alert: everywhere!), who invented the most important ones in use today (a Greek philosopher is involved), and how to create them yourself. You'll also find: Dozens of graphs and charts that help you understand the inner workings of algorithms Links to an online repository called GitHub for constant access to updated code Step-by-step instructions on how to use Google Colaboratory, a zero-setup coding environment that runs right from your browser Whether you're a curious internet user wondering how Google seems to always know the right answer to your question or a beginning computer science student looking for a head start on your next class, Algorithms For Dummies is the can't-miss resource you've been waiting for.

Algorithms For Dummies

Thwart hackers by preventing, detecting, and misdirecting access before they can plant malware, obtain credentials, engage in fraud, modify data, poison models, corrupt users, eavesdrop, and otherwise ruin your day Key Features Discover how hackers rely on misdirection and deep fakes to fool even the best security systems Retain the usefulness of your data by detecting unwanted and invalid modifications Develop application code to meet the security requirements related to machine learning Book Description Businesses are leveraging the power of AI to make undertakings that used to be complicated and pricy much easier, faster, and cheaper. The first part of this book will explore these processes in more depth, which will help you in understanding the role security plays in machine learning. As you progress to the second part, you'll learn more about the environments where ML is commonly used and dive into the security threats that plague them using code, graphics, and real-world references. The next part of the book will guide you through the process of detecting hacker behaviors in the modern computing environment, where fraud takes many forms in ML, from gaining sales through fake reviews to destroying an adversary's reputation. Once you've understood hacker goals and detection techniques, you'll learn about the ramifications of deep fakes, followed by mitigation strategies. This book also takes you through best practices for embracing ethical data sourcing, which reduces the security risk associated with data. You'll see how the simple act of removing personally identifiable information (PII) from a dataset lowers the risk of social engineering attacks. By the end of this machine learning book, you'll have an increased awareness of the various attacks and the techniques to secure your ML systems effectively. What you will learn Explore methods to detect and prevent illegal access to your system Implement detection techniques when access does occur Employ machine learning techniques to determine motivations Mitigate hacker access once security is breached Perform statistical measurement and behavior analysis Repair damage to your data and applications Use ethical data collection methods to reduce security risks Who this book is for Whether you're a data scientist, researcher, or manager working with machine learning techniques in any aspect, this security book is a must-have. While most resources available on this topic are written in a language more suitable for experts, this guide presents security in an easy-to-understand way, employing a host of diagrams to explain concepts to visual learners. While familiarity with machine learning concepts is assumed, knowledge of Python and programming in general will be useful.

Keep data, networks, users, and applications safe from prying eyes

Machine Learning Security Principles

Microsoft Exchange Server 2007 was made to help you handle e-mail, meeting management, and other essential office services. Microsoft Exchange Server 2007 For Dummies helps you get a handle on Exchange Server. Pretty slick, huh? Here’s the lowdown on installing and administering Microsoft Exchange Server 2007 and taking advantage of all the enhancements in Service Pack 1. With this handy guide, you’ll be able to maximize the security, reliability, and speed that Exchange Server 2007 provides. Assess your organization’s needs to determine which edition of Exchange Server best meets them Explore what Exchange Server does, then plan, install, and configure it Consider how your users work with their mail and customize your set-up to facilitate their needs Learn to use the Exchange Management Console Use the new Exchange Server security features to protect e-mail from viruses, spam, phishing, and other threats Set up an offline address book, use templates, and develop custom forms Create settings for the most efficient interaction with clients, use multiple mailboxes, and view digital certificates Manage resource scheduling and interactive calendars Troubleshoot your configuration, perform regular maintenance, and be able to recover from mail-specific problems Monitor Exchange Server performance and maintain databases, mail flow, and peak performance Microsoft Exchange Server 2007 For Dummies gets you ready to exchange problems for solutions. Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.

Microsoft Exchange Server 2007 For Dummies

John Mueller

Chair of National Security Studies Professor of Political Science John Mueller

Working from the idea that the institution of war is in decline, a fascinating examination of the nature of warfare and its modern face describes the changing global attitudes toward the waging of war, and the implications this has for modern foreign policy.

The Remnants of War

Jeffrey M. Cogswell

Get ahead of the C++ curve to stay in the game C++ is the workhorse of programming languages and remains one of the most widely used programming languages today. It's cross-platform, multi-functional, and updates are typically open-source. The language itself is object-oriented, offering you the utmost control over data usage, interface, and resource allocation. If your job involves data, C++ proficiency makes you indispensable. C++ All-in-One For Dummies, 3rd Edition is your number-one handbook to C++ mastery. Author John Paul Mueller is a recognized authority in the computer industry, and your ultimate guide to C++. Mueller takes you through all things C++, including information relevant to the 2014 update. Learn how to work with objects and classes Conquer advanced programming and troubleshooting Discover how lambda expressions can make your code more concise and readable See Standard Library features, such as dynamic arrays, in action Online resources include source code from examples in the book as well as a C++ GNU compiler. If you need to learn C++, this is the fastest, most effective way to do it. C++ All-in-One For Dummies, 3rd Edition will get you up and running quickly, so you can get to work producing code faster and better than ever.

C++ All-in-One For Dummies

The Persian Gulf crisis may well have been the most extensively polled episode in U.S. history as President Bush, his opponents, and even Saddam Hussein appealed to, and tried to influence, public opinion. As well documented as this phenomenon was, it remains largely unexplained. John Mueller provides an account of the complex relationship between American policy and public opinion during the Gulf crisis. Mueller analyzes key issues: the actual shallowness of public support for war; the effect of public opinion on the media (rather than the other way around); the use and misuse of polls by policy makers; the American popular focus on Hussein's ouster as a central purpose of the War; and the War's short-lived impact on voting. Of particular interest is Mueller's conclusion that Bush succeeded in leading the country to war by increasingly convincing the public that it was inevitable, rather than right or wise. Throughout, Mueller, author of War, Presidents, and Public Opinion, an analysis of public opinion during the Korean and Vietnam wars, places this analysis of the Gulf crisis in a broad political and military context, making comparisons to wars in Panama, Vietnam, Korea, and the Falklands, as well as to World War II and even the War of 1812. The book also collects nearly 300 tables charting public opinion through the Gulf crisis, making Policy and Opinion in the Gulf War an essential reference for anyone interested in recent American politics, foreign policy, public opinion, and survey research.

Policy and Opinion in the Gulf War

The perfect companion to any book on Windows Server 2008 or Windows 7, and the quickest way to access critical information Focusing just on the essentials of command-line interface (CLI), Windows Command-Line Administration Instant Reference easily shows how to quickly perform day-to-day tasks of Windows administration without ever touching the graphical user interface (GUI). Specifically designed for busy administrators, Windows Command-Line Administration Instant Reference replaces many tedious GUI steps with just one command at the command-line, while concise, easy to access answers provide solutions on the spot. Provides practical examples, step-by-step instructions, and contextual information Quick-reference style delivers the commands needed for managing data and the network; working with Active Directory; performing diagnostics and maintenance; and, creating batch files and scripts Covers administration for Windows Server 2008 Server Core, Windows Server 2008 (including R2), and Windows 7 Administrators can get more done in less time with CLI than they can with the standard GUI. Compact enough to keep on hand at all times, Windows Command-Line Administration Instant Reference provides administrators with a convenient, fast and simple way to use CLI.

Windows Command Line Administration Instant Reference

VBA helps you put your computer in its place Write programs that automate tasks and make Office 2007 work better for you If your computer is becoming your boss instead of your servant, start using VBA to tell it what to do! Here's the latest on the VBA IDE and program containers, debugging and controlling your programs, working with multiple applications using a single program, and the most exciting stuff -- programming for all the Office 2007 applications. Discover how to Customize an application's interface Quick-launch a VBA program Store and modify information Use VBA with the Ribbon Understand object-oriented programming Avoid runtime errors

VBA For Dummies

Profit with Amazon Web Services—as a Buyer, Seller, or Independent Developer In a few short years, Amazon has evolved from an online bookstore into a complex marketplace comprised of thousands of vendors, millions of customers, and an ever-widening selection of products. With the launch of Amazon Web Services, buyers and sellers have unprecedented access to the immense body of data underpinning this marketplace. Mining Amazon Web Services: Building Applications with the Amazon API shows you what you can do with these powerful tools, and exactly how to do it. As a buyer, you'll build applications that let you comparison-shop far more effectively, consistently saving money and finding exactly the right product. As a seller, you'll leverage Amazon Web Services in ways that help you attract more customers, make more commissioned referrals, and improve your bottom line. This book is also a great resource for independent developers who want to create and publish—even make money with—applications for others. Here's some of what you'll find covered inside: Performing complex product searches Analyzing the data obtained in your searches Connecting Amazon Web Services to a local database Building a Web Services-based shopping cart Using Amazon-supported search technologies, including XML over HTTP and SOAP Improving speed and reliability Building applications for mobile devices Building and publishing applications for others All that's required is some basic experience with any one of several programming languages, including VBA, Visual Basic 6, Visual C++ 6, Visual Basic .NET, Visual C# .NET, Java, and PHP, all of which are fully represented in the book's downloadable code.

John Paul Mueller

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