This hands-on guide helps both developers and quantitative analysts get started with Python, and guides you through the most important aspects of using Python for quantitative finance.Using practical examples through the book, author Yves Hilpisch also shows you how to develop a full-fledged framework for Monte Carlo simulation-based derivatives and risk analytics, based on a large, realistic case study. Much of the book uses interactive IPython Notebooks, with topics that include:Fundamentals: Python data structures, NumPy array handling, time series analysis with pandas, visualization with matplotlib, high performance I/O operations with PyTables, date/time information handling, and selected best practicesFinancial topics: mathematical techniques with NumPy, SciPy and SymPy such as regression and optimization; stochastics for Monte Carlo simulation, Value-at-Risk, and Credit-Value-at-Risk calculations; statistics for normality tests, mean-variance portfolio optimization, principal component analysis (PCA), and Bayesian regressionSpecial topics: performance Python for financial algorithms, such as vectorization and parallelization, integrating Python with Excel, and building financial applications based on Web technologies

    

    This book/CD-ROM package has now been updated to cover the latest version of the CCNA exam.

    From shopping for a first electric guitar to setting customized action, this do-it-yourself player's primer for owning and maintaining an electric guitar explains the ins and outs of: choosing the right guitar; cleaning, tools and basic maintenance; personalizing and improving on a "factory setup"; trouble-shooting; basic guitar electronics; setups of the pros; and much more. Written by Dan Erlewine, author of the bestselling Guitar Player Repair Guide and the popular "Repairs" column in Guitar Player magazine, this book also includes a plastic sheet with specialized guitar tools you can snap-out!

     During fourteen years, from 1955 to 1969, the Soviet Union and the United States of America were engaged in a dramatic race against each other to conquer space. This period encompassed dramatic victories, humbling defeats, and more than one tragedy. This is a story of human courage and ingenuity at its best and political maneuvering at its worst, of almost unbelievable technological progress undertaken with the object not just of advancing human knowledge but also of proving the superiority of one country over another. Inside you will read about... ✓ From Missiles to Rockets ✓ Russia Takes the Lead ✓ Early American Failures ✓ The First Men in Space ✓ Fatalities on Both Sides ✓ The Moon Landing And much more! The space race culminated in man setting foot upon the moon, but each milestone on the way to that final goal was bitterly contested. Two powerful nations pledged a substantial part of their national resources to beat the other in a scientific and technological race to be the first to achieve new records. In terms of contests between major powers, there has never been anything quite as dramatic, public, and sustained as the space race; it remains one of the most fascinating and engaging episodes of the Cold War.

    The author's step-by-step approach helps students negotiate the challenging tasks involved in learning sophisticated GIS software. The fifth edition is updated to follow the new software release of ArcGIS 10. An innovative and unique feature of "Mastering ArcGIS" is its accompanying CD-ROM with narrated video clips that show students exactly how to perform chapter tutorials before attempting an exercise on their own.

    However, databases can be complex. That's why you need the expert guidance in this comprehensive reference. Access 2013 Bible helps you gain a solid understanding of database purpose, construction, and application so that whether you're new to Access or looking to upgrade to the 2013 version, this well-rounded resource provides you with a thorough look at everything Access can do.Explains how to create tables, manipulate datasheets, and work with multiple tables Teaches you how to apply the seven-step design method to build databases that are tailored to your needs Covers building forms with wizards, creating bound and unbound forms, and adding data validation Shows you ways to automate query parameters, create functions and subroutines, and add programmed error routines Features a bonus website with content that contains all source code from the book as well as bonus shareware, freeware, trial, demo, and evaluation programs If you are looking for a comprehensive book on all things Access, look no further than Access 2013 Bible.

     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.

    Work at your own pace through a system of lessons, hands-on exercises, troubleshooting labs, and review questions.The Readiness Review Suite on CD, featuring advanced technology from MeasureUp, provides 425 challenging questions for in-depth self-assessment and practice. You can choose timed or untimed testing mode, generate random tests, or focus on specific objectives. You get detailed explanations for right and wrong answers--including a customized learning path that describes how and where to focus your studies.Maximize your performance on the exam by learning how to: Perform an installation or upgrade, including remote deploymentConfigure and customize the desktop environmentAdminister disks, device drivers, printers, file systems, and other resourcesManage TCP/IP networking and support remote and mobile usersMonitor, troubleshoot, and tune system performanceNEW!--Administer security settings and services, including the advances in Windows XP Service Pack 2Readiness Review Suite on CD Powered by MeasureUpYour kit includes: NEW--Fully reengineered self-paced study guide with expert exam tips. NEW--Readiness Review Suite featuring 425 questions and multiple testing options. NEW--Case scenarios and troubleshooting labs for real-world expertise. NEW--120-day evaluation version of Windows XP Professional software with Windows XP Service Pack 2.NEW--eBook in PDF format. NEW--Microsoft Encyclopedia of Security eBook. NEW--Microsoft Encyclopedia of Networking, Second Edition eBook.For customers who purchase an ebook version of this title, instructions for downloading the CD files can be found in the ebook.

    Includes a comprehensive chapter on stochastic models for digital image processing. Covers aspects of image representation including luminance, color, spatial and temporal properties of vision, and digitization. Explores various image processing techniques. Discusses algorithm development (software/firmware) for image transforms, enhancement, reconstruction, and image coding.

    - Build an Angular 2 application from scratch using TypeScript and the Angular command line interface. - Write code using the paradigm of reactive programming with RxJS and Observables. - Know how to Unit Test Angular 2 using Jasmine, Karma and the Angular Test Bed The first chapter in the course is a quickstart where you dive straight into writing your first Angular 2 application. We use the web editor plunker so you can get stuck in writing code ASAP. In this quickstart you'll get a 50,000 foot view of the major features of Angular 2. Then chapter by chapter we go much deeper into each of these features. I'll cover the theory for that feature, using plunker as much as possible so you can try out the code yourself in a browser. Then you'll practice what you've learnt with either an online quiz or a set of flash cards. You are going to learn all about:- - Typescript & ES6 Javascript. - Components & Binding - Directives - Dependancy Injection & Services - Angular Modules & Bootstrapping your Angular application. - SPAs & Routing - Angular CLI - Forms - Reactive Programming with RXJs - HTTP - Unit Testing The ideal student is an existing web developer, with some JavaScript knowledge that wants to add Angular 2 to their skill set. Or perhaps you are an existing Angular 1 developer who wants to level up to Angular 2. You do need to be comfortable with at least the ES5 version of JavaScript. We'll be using a UI framework called twitter bootstrap throughout the course but you still must know HTML and some CSS.

    Henry, throughout its history this annual collection has consistently offered a remarkable sampling of contemporary short stories. Each year, stories are chosen from large and small literary magazines, and a panel of distinguished writers is enlisted to award top prizes. The result is a superb collection of seventeen inventive, full-bodied stories representing the very best in American and Canadian fiction. And in celebration of this distinguished literary form, Prize Stories 2001 a Special Award for Continuing Achievement is presented to Alice Munro.FIRST PRIZEMARY SWANThe DeepSECOND PRIZEDAN CHAONBig MeTHIRD PRIZEALICE MUNROFloating BridgeFRED G. LEEBRONThat WinterT.CORAGHESSAN BOYLEThe Love of My LifeJOYCE CAROL OATESThe Girl with the Blackened EyeDAVID SCHICKLERThe SmokerANTONYA NELSONFemale TroubleELIZABETH GRAVERThe Mourning DoorPICKNEY BENEDICTZog-19: A Scientific RomanceRON CARLSONAt the Jim BridgerLOUISE EDRICHRevival RoadWILLIAM GAYThe PaperhangerDALE PECKBlissMURAD KALAMBow DownGEORGE SAUNDERSPastoraliaANDREA BARRETTServants of the Map

    And the book itself, rather like its controversial author, represents something new in cookery books. Ramsay has, of course, made a reputation for himself not just for his considerable abilities as a chef, but as a short tempered martinet, tearing into his luckless students with expletive-filled rage. But that spleen is crucial to the man's philosophy (born out of a desire for perfection), and it is conveyed between the delicious-looking recipes presented here (cooking, as Ramsay forcibly reminds us, can't be made up as you go along -- you've got to work, work, work). The recipes themselves look absolutely amazing, such as pan-roasted fillet of John Dory with Cromer Crab, crushed new potatoes and a basil vinaigrette (and it should be noted that Quentin Bacon's beautiful photographs are a massive asset to the book, doing full justice to the visual appeal of the food). In deserts, too, the aspirational appeal here is impressive -- perhaps most of us would not be able to turn out (without trial and error) a raspberry, lemon and basil millefeuille with milk ice cream that looks quite as breathtaking as it does here, but Ramsay's book is calculated to inspire us. Perhaps reading Chef is the perfect way to help us try to cook like Gordon Ramsay; for most of us, a spell in his restaurant kitchen would mean blood on the floor -- here we can learn from his cookery genius without having to put up with the tirades. What more could any aspiring chef want? --Barry Forshaw

    Written in a way that even the financial novice can easily absorb, this is a new edition of the bestselling guide to understanding and using business accounts and accounting principles.

    Cold Comfort is his temperamental tribute to the city of Duluth, Minnesota, where bears wander the streets and canoe racks are standard equipment.