This cookbook is organized in a linear, progressive way allowing it to be read from start to finish, as well as to be used as a useful resource for specific tasks. The HTML5 examples and recipes will have you making dynamic, interactive, and animated charts and graphs in no time. You don't need to have a background in HTML5 or Canvas but you do need to have a basic understanding of how HTML works and know how to code in any language (preferably in JavaScript). In this book we will not explain how to learn to code but how to create projects and how to plan and execute them in the process.
The greenhouse effect is a vital process which is responsible for the heat on the earth?s surface. By consuming fossil fuels, clearing forests etc. humans aggravate this natural process. As additionally trapped heat exceeds the earth?s intake capacity this consequently leads to global warming. The current concentration of CO2 in the atmosphere is already 30% higher compared to pre-industrial levels and unmanaged this development is likely to result in an increase of up to 6.4ø C towards the end of the century. Especially the poorest regions of the world are facing a double inequity as they a) will be hit earliest and hardest by the adverse impacts of climate change, and b) are least responsible for the stock of current concentrations in the atmosphere. Seeing this the application of the precautionary principle telling us ?to better be safe than sorry? appears to be imperative and makes traditional cost-benefit analysis become obsolete. Thus combating global warming has become one of the most important issues facing the world in the 21st century. The international climate regime is the main platform to further cooperation between nations and to tackle this problem. Since the first world climate conference in 1979 the international community of states pursues the goal of stabilizing greenhouse gas emissions. In 2009, the 15th COP of the UNFCCC aimed at achieving the final breakthrough with regard to framing new long-term mitigation commitments. However, the regime theory tells us that states behave as rational egoists and solely follow selfishly defined interests to maximize own profits. So it not only has to be assumed that just states with a favourable benefit-cost ratio will take the role of a ?pusher? in international climate negotiations but also that powerful states are more likely to reach a favourable outcome. Indeed the highly ineffective Kyoto Protocol, which amongst others had to deal with the exit of the United States, the creation of ?hot air? reductions and an overall lack of compliance incentives, has already shown the difficulties of creating an effective climate regime. In Copenhagen it became obvious that influential actors still do not seem to have an interest to significantly change their energy consumption patterns in order to reduce emissions. The majority of developing countries, politically prioritize the protection of their economic development which heavily depends on the use of cheap energy from fossil fuels. Especially China by no means intends to cut its impressive GDP growth figures to please international crowds. Meanwhile the hands of the US President on the international stage were once again tied by domestic restrictions. However, although it seemed that the long prevailing differences of interests between industrial and developing countries are more than ever insuperable, there is hope. A ?global race? towards renewable energy and related jobs has already started. Nations and international corporations are positioning themselves to take advantage of the inevitable transition from fossil fuels to renewable energy sources. This could be the starting point for a sustainable bottom-up policy architecture on the international level replacing the current top-down approach.
Inhaltsangabe:Introduction: For more than two decades, scientific and political communities have debated whether and how to act on climate change. This discussion moved on. Today science is very clear about the magnitude of the risks imposed by unmanaged climate change: What we are doing is redifining where people could live and if we do that as a world than hundreds of million of people will move. Probably billions will move. We are talking about gambling the planet, we are talking about a radical change of the way in which human beings could live and where they could live and, indeed, how many of them. With regard to these risks the application of the precautionary principle telling us to better be safe than sorry appears to be imperative and makes traditional cost-benefit analysis become obsolete. Thus combating global warming has become one of the most important issues facing the world in the 21. century. As nobody would be immune from the transformation the planet faces, avoiding this gamble should, in theory, be in the interest of all nations. Unfortunately, a common response in the scale necessary is hard to organize. While the industrialized countries fear the costs of the transformation from a high-carbon to a low-carbon economy, it is the poorest people who are facing a double unequity as they 1. will be hit earliest and hardest by the adverse impacts of climate change, and 2. are least responsible for the stock of current concentrations in the atmosphere. This inequity consequently leads to a great sense of injustice in developing countries being asked cut emission, while knowing, that the developed world got rich on high-carbon growth. Without any doubt the outcome of this is a historical responsibility of industrialized countries to take over leadership in reducing the emissions of greenhouse gases. However, bearing in mind that by 2050, approximately eight out of nine billion people in the world will be living in developing nations, it is impossible to get down to emission levels needed without at the same time covering the developing world as well. Against this background international climate protection is a sociopolitical, economical, and ethical challenge, concerning all nations, which have to understand that they are a community based on the principle of mutual solidarity. The international climate regime is regarded as the main platform to further cooperation between nations in order to succesfully combat global [...]
Sams Teach Yourself Microsoft SQL Server T-SQL in 10 Minutes offers straightforward, practical answers when you need fast results. By working through 10-minute lessons, you’ll learn everything you need to know to take advantage of Microsoft SQL Server’s T-SQL language. This handy pocket guide starts with simple data retrieval and moves on to more complex topics, including the use of joins, subqueries, full text-based searches, functions and stored procedures, cursors, triggers, table constraints, XML, and much more. You’ll learn what you need to know methodically, systematically, and simply–in highly focused lessons designed to make you immediately and effortlessly productive. Tips point out shortcuts and solutions Cautions help you avoid common pitfalls Notes explain additional concepts, and provide additional information 10 minutes is all you need to learn how to... Use T-SQL in the Microsoft SQL Server environment Construct complex T-SQL statements using multiple clauses and operators Filter data so you get the information you need quickly Retrieve, sort, and format database contents Join two or more related tables Make SQL Server work for you with globalization and localization Create subqueries to pinpoint your data Automate your workload with triggers Create and alter database tables Work with views, stored procedures, and more Register your book at www.samspublishing.com/register to download examples and source code from this book.
Get a detailed look at the internal architecture of T-SQL with this comprehensive programming reference. Database developers and administrators get best practices, expert techniques, and code samples to master the intricacies of this programming language—solving complex problems with real-world solutions. Discover how to: Work with T-SQL and CLR user-defined functions, stored procedures, and triggers. Handle transactions, concurrency, and error handling. Efficiently use temporary objects, including temporary tables, table variables, and table expressions. Evaluate when to use set-based programming techniques and when to use cursors. Work with dynamic SQL in an efficient and secure manner. Treat date- and time-related data in a robust manner. Develop CLR user-defined types and learn about temporal support in the relational model. Use XML and XQuery and implement a dynamic schema solution. Work with spatial data using the new geometry and geography types and spatial indexes. Track access and changes to data using extended events, SQL Server Audit, change tracking, and change data capture. Use Service Broker for controlled asynchronous processing in database applications. All the book’s code samples will be available for download from the companion Web site.
Arbitration and Rent Review has become a standard work in the property world for guidance on rent review. In a clear style, the author examines the procedures that landlord and tenant should follow in order to agree a new rent or to have one decided by arbitration. By means of cases, he highlights the key areas of conflict that come before the courts, the contentious issues being introduced in the order in which they would be encountered by landlords or tenancts facing a review.
FIDIC Contracts: Law and Practice is sure to become the leading industry standard guide to using the FIDIC forms, and is the only book to date which deals with the whole suites of contracts, including the new gold book for Design, Build and Operate projects. The White & Case work is outstanding in its detailed consideration and treatment of the legal aspects of the interpretation and application of the Conditions, touching on many points that most people would not have encountered. Humphrey LLoyd, International Construction Law Review [2010] ICLR 386
One of the only Oracle books to focus exclusively on database programming rather than administration Oracle owns sixty percent of the commercial database market Provides full coverage of the latest Oracle version, 10g-including new features such as regular expressions and the MODEL SQL clause-as well as versions 8, 8i, and 9i The authors are well-known as Oracle gurus-Greenwald is the author of Oracle in a Nutshell and the coauthor, with Stackowiak, of Oracle 9 Essentials Shows how to use Oracle data and data structures to build robust, scalable database applications using Java, SQL, and PL/SQL
Ace your preparation for Microsoft® Certification Exam 70-461 with this 2-in-1 Training Kit from Microsoft Press®. Work at your own pace through a series of lessons and practical exercises, and then assess your skills with practice tests on CD—featuring multiple, customizable testing options. Maximize your performance on the exam by learning how to: Create database objects Work with data Modify data Troubleshoot and optimize queries You also get an exam discount voucher—making this book an exceptional value and a great career investment.
This is an all-in-one kit that gives readers everything they need to create Web-based applications--including the latest version of the ColdFusion Web Application Server and development environment. This is the book that has taught thousands of developers all they need to know about ColdFusion.
Start developing with Oracle SQL. This book is a one-stop introduction to everything you need to know about getting started developing an Oracle Database. You'll learn about foundational concepts, setting up a simple schema, adding data, reading data from the database, and making changes. No experience with databases is required to get started. Examples in the book are built around Oracle Live SQL, a freely available, online sandbox for practicing and experimenting with SQL statements, and Oracle Express Edition, a free version of Oracle Database that is available for download. A marquee feature of Beginning Oracle SQL for Oracle Database 18c is the small chapter size. Content is divided into easily digestible chunks that can be read and practiced in very short intervals of time, making this the ideal book for a busy professional to learn from. Even just a 15-20 minute block of free time can be put to good use. Author Ben Brumm begins by helping you understand what a database is, and getting you set up with a sandbox in which to practice the SQL that you are learning. From there, easily digestible chapters cover, point-by-point, the different aspects of writing queries to get data out of a database. You’ll also learn about creating tables and getting data into the database. Crucial topics such as working with nulls and writing analytic queries are given the attention they deserve, helping you to avoid pitfalls when writing queries for production use. What You'll LearnCreate, update, and delete tables in an Oracle database Add, update, delete data from those database tables Query and view data stored in your database Manipulate and transform data using in-built database functions and features Correctly choose when to use Oracle-specific syntax and features Who This Book Is For Those new to Oracle who are planning to develop software using Oracle as the back-end data store. The book is also for those who are getting started in software development and realize they need to learn some kind of database language. Those who are learning software development on the side of their normal job, or learning it as a college student, who are ready to learn what a database is and how to use it also will find this book useful.
Effectively query and modify data using Transact-SQL Master T-SQL fundamentals and write robust code for Microsoft SQL Server and Azure SQL Database. Itzik Ben-Gan explains key T-SQL concepts and helps you apply your knowledge with hands-on exercises. The book first introduces T-SQL’s roots and underlying logic. Next, it walks you through core topics such as single-table queries, joins, subqueries, table expressions, and set operators. Then the book covers more-advanced data-query topics such as window functions, pivoting, and grouping sets. The book also explains how to modify data, work with temporal tables, and handle transactions, and provides an overview of programmable objects. Microsoft Data Platform MVP Itzik Ben-Gan shows you how to: Review core SQL concepts and its mathematical roots Create tables and enforce data integrity Perform effective single-table queries by using the SELECT statement Query multiple tables by using joins, subqueries, table expressions, and set operators Use advanced query techniques such as window functions, pivoting, and grouping sets Insert, update, delete, and merge data Use transactions in a concurrent environment Get started with programmable objects–from variables and batches to user-defined functions, stored procedures, triggers, and dynamic SQL
With more than 75 of the Fortune 100 companies using it (and more than 10,000 organizations employing it worldwide), it's pretty much a given that if you're developing applications for the Web, you're going to need to know ColdFusion at some point! Not to worry: Macromedia ColdFusion MX 7 Web Application Construction Kit provides everything you need to start creating Web-based applications immediately including the latest version of the ColdFusion Web Application Server and development environment. Author and ColdFusion master Ben Forta starts by covering the fundamentals of Web-based database design and then proceeds to show you how to do everything from create data-driven pages to build complete applications, implement security mechanisms, integrate with e-mail, interact with Macromedia Flash, and more. From design and installation to application deployment and troubleshooting, this guide's got ColdFusion covered, including all the features new to the latest version: structured business reports, rich forms, Enterprise Manager (which lets users cluster multiple ColdFusion servers on a single machine), and more!
An energetic woman, Inchbald achieved fame as an actress, novelist, playwright and critic. This work includes her eleven surviving diaries, which record Inchbald's social contacts and professional activities, itemize her day-to-day expenditure, and chart the development of affairs such as the Napoleonic Wars and the trial of Queen Caroline.
T-SQL insiders help you tackle your toughest queries and query-tuning problems Squeeze maximum performance and efficiency from every T-SQL query you write or tune. Four leading experts take an in-depth look at T-SQL’s internal architecture and offer advanced practical techniques for optimizing response time and resource usage. Emphasizing a correct understanding of the language and its foundations, the authors present unique solutions they have spent years developing and refining. All code and techniques are fully updated to reflect new T-SQL enhancements in Microsoft SQL Server 2014 and SQL Server 2012. Write faster, more efficient T-SQL code: Move from procedural programming to the language of sets and logic Master an efficient top-down tuning methodology Assess algorithmic complexity to predict performance Compare data aggregation techniques, including new grouping sets Efficiently perform data-analysis calculations Make the most of T-SQL’s optimized bulk import tools Avoid date/time pitfalls that lead to buggy, poorly performing code Create optimized BI statistical queries without additional software Use programmable objects to accelerate queries Unlock major performance improvements with In-Memory OLTP Master useful and elegant approaches to manipulating graphs About This Book For experienced T-SQL practitioners Includes coverage updated from Inside Microsoft SQL Server 2008 T-SQL Querying and Inside Microsoft SQL Server 2008 T-SQL Programming Valuable to developers, DBAs, BI professionals, and data scientists Covers many MCSE 70-464 and MCSA/MCSE 70-461 exam topics
Beginning JSON is the definitive guide to JSON - JavaScript Object Notation - today’s standard in data formatting for the web. The book starts with the basics, and walks you through all aspects of using the JSON format. Beginning JSON covers all areas of JSON from the basics of data formats to creating your own server to store and retrieve persistent data. Beginning JSON provides you with the skill set required for reading and writing properly validated JSON data. The first two brief chapters of the book contain the foundations of JavaScript as it relates to JSON, and provide the necessary understandings for later chapters. Chapters 3 through 12 reveal what data is, how to convert that data into a transmittable/storable format, how to use AJAX to send and receive JSON, and, lastly, how to reassemble that data back into a proper JavaScript object to be used by your program. The final chapters put everything you learned into practice.
Effective SQL brings together the hands-on solutions and practical insights you need to solve a wide range of complex problems with SQL, and to design databases that make it far easier to manage data in the future. Leveraging the proven format of the best-selling Effective series, it focuses on providing clear, practical explanations, expert tips, and plenty of realistic examples -- all in full color. Drawing on their immense experience as consultants and instructors, three world-class database experts identify specific challenges, and distill each solution into five pages or less. Throughout, they provide well-annotated SQL code designed for all leading platforms, as well as code for specific implementations ranging from SQL Server to Oracle and MySQL, wherever these vary or permit you to achieve your goal more efficiently. Going beyond mere syntax, the authors also show how to avoid poor database design that makes it difficult to write effective SQL, how to improve suboptimal designs, and how to work around designs you can't change. You'll also find detailed sections on filtering and finding data, aggregation, subqueries, and metadata, as well as specific solutions for everything from listing products to scheduling events and defining data hierarchies. Simply put, if you already know the basics of SQL, Effective SQL will help you become a world-class SQL problem-solver.
Harness the latest capabilities of HTML5 and CSS to create a single UI that works flawlessly on mobile phones, tablets, and desktops — plus everything in-between – now with color images! Purchase of the print or Kindle book includes a free eBook in PDF format. Key FeaturesUnderstand what responsive web design is and its significance for modern web developmentExplore the latest developments in responsive web design and CSS, including layout with Grid and Subgrid, CSS Cascade Layers, Wide Gamut colors, and CSS FunctionsGet to grips with the uses and benefits of new HTML elements and attributesBook Description Responsive Web Design with HTML5 and CSS, Fourth Edition, is a fully revamped and extended version of one of the most comprehensive and bestselling books on the latest HTML5 and CSS techniques for responsive web design. It emphasizes pragmatic application, teaching you the approaches needed to build most real-life websites, with downloadable examples in every chapter. Written in the author's friendly and easy-to-follow style, this edition covers all the newest developments and improvements in responsive web design, including approaches for better accessibility, variable fonts and font loading, and the latest color manipulation tools making their way to browsers. You can enjoy coverage of bleeding-edge features such as CSS layers, container queries, nesting, and subgrid. The book concludes by exploring some exclusive tips and approaches for front-end development from the author. By the end of the book, you will not only have a comprehensive understanding of responsive web design and what is possible with the latest HTML5 and CSS, but also the knowledge of how to best implement each technique. Read through as a complete guide or dip in as a reference for each topic-focused chapter. What you will learnUse media queries, including detection for touch/mouse and color preferenceLearn HTML semantics and author accessible markupFacilitate different images depending on screen size or resolutionWrite the latest color functions, mix colors, and choose the most accessible onesUse SVGs in designs to provide resolution-independent imagesCreate and use CSS custom properties, making use of new CSS functions including 'clamp', 'min', and 'max'Add validation and interface elements to HTML formsEnhance interface elements with filters, shadows, and animationsWho this book is for Are you a full-stack or back-end developer who needs to improve their front-end skills? Perhaps you work on the front-end and you need a definitive overview of all modern HTML and CSS has to offer? Maybe you have done a little website building but you need a deep understanding of responsive web designs and how to achieve them? This is the book for you! All you need to take advantage of this book is a working understanding of HTML and CSS. No JavaScript knowledge is needed.
This book provides an end-to-end view of revenue management in the hospitality industry. The book highlights the origins of hotel reservations systems and revenue management, challenges unique to hotels, revenue management models, new generation retailing, and personalization and steps required to remain competitive in the marketplace. This book is intended for practitioners to understand the basics and have a comprehensive view of the impacts of revenue management on product distribution, reservations, inventory control, including the latest advances in the field of attribute-based room pricing and inventory control. There are several aspects of revenue management that are not covered in books and journal articles such as hotel pricing, hotel fully allocated costs, content parity, impact of Online Travel Agencies on hotels, competitive revenue management and attribute-based room pricing and inventory control which represents the last frontier in hotel revenue management with intelligent retailing. Leveraging emerging technologies, such as Artificial Intelligence and Blockchain and the future state of revenue management, are also addressed.
In today’s app-driven era, when programs are asynchronous and responsiveness is so vital, reactive programming can help you write code that’s more reliable, easier to scale, and better-performing. With this practical book, Java developers will first learn how to view problems in the reactive way, and then build programs that leverage the best features of this exciting new programming paradigm. Authors Tomasz Nurkiewicz and Ben Christensen include concrete examples that use the RxJava library to solve real-world performance issues on Android devices as well as the server. You’ll learn how RxJava leverages parallelism and concurrency to help you solve today’s problems. This book also provides a preview of the upcoming 2.0 release. Write programs that react to multiple asynchronous sources of input without descending into "callback hell" Get to that aha! moment when you understand how to solve problems in the reactive way Cope with Observables that produce data too quickly to be consumed Explore strategies to debug and to test programs written in the reactive style Efficiently exploit parallelism and concurrency in your programs Learn about the transition to RxJava version 2
Annotation Think of an iAd as a micro-app contained within an app on a users iPhone or iPad that theyve downloaded from the App Store. When the user taps your adverts banner it bursts into life filling the entire screen of their device.iAd Beginners Guide takes you through the start to finish process of building rich, compelling, interactive iAds. You will learn to create beautiful multi-page ads with store finders, social sharing, 3D images and video galleries.You will create ads that utilize the powerful technologies in the iPhone to make your brand shine. Once you have engaged the user you can carry out targeted advertising campaigns with location-based coupons, store finders and social engagement. Using the iTunes Store you will see how its even possible to add one-click digital content purchasing right within your ad. Learn how iAd producer manages all the HTML5, JavaScript, and CSS3 behind your iAd. You will be creating emotive, gripping and effective mobile advertising campaigns in no time.
Focuses on the current law relating to the protection of registered trademarks and certain related rights. This includes registered trade marks, well-known trade marks, certification marks, collective marks, protested geographical origin indicators, international conventions, and passing off. There is clear explanation of the underlying principles and concepts with a breakdown of procedural matters, thereby helping to tie the different areas together. Individual topics covered include: Kit-Kat - when can 3D shape marks benefit from 'acquired distinctiveness'? Whether colours may form part of 3D shape marks - Louboutin Infringement by 'wrong way round' confusion Limitations on the own-name defence Calculation of damages, and the availability of blocking injunctions
Pro Git (Second Edition) is your fully-updated guide to Git and its usage in the modern world. Git has come a long way since it was first developed by Linus Torvalds for Linux kernel development. It has taken the open source world by storm since its inception in 2005, and this book teaches you how to use it like a pro. Effective and well-implemented version control is a necessity for successful web projects, whether large or small. With this book you’ll learn how to master the world of distributed version workflow, use the distributed features of Git to the full, and extend Git to meet your every need. Written by Git pros Scott Chacon and Ben Straub, Pro Git (Second Edition) builds on the hugely successful first edition, and is now fully updated for Git version 2.0, as well as including an indispensable chapter on GitHub. It’s the best book for all your Git needs.
Automator for Mac OS X 10.6 Snow Leopard: Visual QuickStart Guide uses a combination of task-based instruction and strong visuals to teach intermediate Macintosh users how to automate repetitive, time-consuming tasks with the Automator application that is included with Mac OS X 10.6 Snow Leopard. Automator comes with many useful automated routines (called actions) preinstalled, for lots of popular applications, that do things like remove empty playlists from iTunes or add attachments to Mac Mail. The real power of Automator lies in mixing and matching these actions to have them do exactly the job you want. They're put together in a string of actions known as a workflow. Author Ben Waldie introduces readers to how Automator works, and then helps them assemble and use Automator workflows.
Think in the Clojure way! Once you're familiar with Clojure, take the next step with extended lessons on the best practices and most critical decisions you'll need to make while developing. Learn how to model your domain with data, transform it with pure functions, manage state, spread your work across cores, and structure apps with components. Discover how to use Clojure in the real world, and unlock the speed and power of this beautiful language on the Java Virtual Machine. Clojure Applied gives you the practical, realistic advice and depth of field that's been missing from your development practice. You want to develop software in the most effective, efficient way possible. This book gives you the answers you've been looking for in friendly, clear language. Dive into the core concepts of Clojure: immutable collections, concurrency, pure functions, and state management. You'll finally get the complete picture you've been looking for, rather than dozens of puzzle pieces you must assemble yourself. First, explore the core concepts of Clojure development: learn how to model your domain with immutable data; choose the ideal collection; and write simple, pure functions for efficient transformation. Next you'll apply those core concepts to build applications: discover how Clojure manages state and identity; spread your work for concurrent programming; and create and assemble components. Finally, see how to manage external integration and deployment concerns by developing a testing strategy, connecting with other data sources, and getting your libraries and applications out the door. Go beyond the toy box and into Clojure's way of thinking. By the end of this book, you'll have the tools and information to put Clojure's strengths to work. What You Need: To follow along with the examples in the book, you will need Clojure 1.6, Leinegen 2, and Java 6 or higher.
Financial Institutions and Markets focuses on the operation of Australias financial system. Thoroughly updated, this eighth edition retains the structure of the seventh edition, examining the financial systems three main functions: settlement, flow-of-funds and risk transfer. The book provides a comprehensive and comprehensible integrated account of the activities of Australias financial institutions and markets and their instruments including the major capital and foreign exchange markets, and the markets for derivatives. This new edition is complemented by digital resources on the MindTap online platform - also enabling flipped delivery of the content, expanded learning objectives, and updated case studies and research to cover recent events such as Brexit. Premium online teaching and learning tools are available to purchase on the MindTap platform Learn more about the online tools cengage.com.au/learning-solutions
Minority populations are often regarded as being ‘hard to reach’ and evading state expectations of health protection. This ethnographic and archival study analyses how devout Jews in Britain negotiate healthcare services to preserve the reproduction of culture and continuity. This book demonstrates how the transformative and transgressive possibilities of technology reveal multiple pursuits of protection between this religious minority and the state. Making Bodies Kosher advances theoretical perspectives of immunity, and sits at the intersection of medical anthropology, social history and the study of religions.
Get better insights from time-series data and become proficient in model performance analysis Key FeaturesExplore popular and modern machine learning methods including the latest online and deep learning algorithmsLearn to increase the accuracy of your predictions by matching the right model with the right problemMaster time series via real-world case studies on operations management, digital marketing, finance, and healthcareBook Description The Python time-series ecosystem is huge and often quite hard to get a good grasp on, especially for time-series since there are so many new libraries and new models. This book aims to deepen your understanding of time series by providing a comprehensive overview of popular Python time-series packages and help you build better predictive systems. Machine Learning for Time-Series with Python starts by re-introducing the basics of time series and then builds your understanding of traditional autoregressive models as well as modern non-parametric models. By observing practical examples and the theory behind them, you will become confident with loading time-series datasets from any source, deep learning models like recurrent neural networks and causal convolutional network models, and gradient boosting with feature engineering. This book will also guide you in matching the right model to the right problem by explaining the theory behind several useful models. You'll also have a look at real-world case studies covering weather, traffic, biking, and stock market data. By the end of this book, you should feel at home with effectively analyzing and applying machine learning methods to time-series. What you will learnUnderstand the main classes of time series and learn how to detect outliers and patternsChoose the right method to solve time-series problemsCharacterize seasonal and correlation patterns through autocorrelation and statistical techniquesGet to grips with time-series data visualizationUnderstand classical time-series models like ARMA and ARIMAImplement deep learning models, like Gaussian processes, transformers, and state-of-the-art machine learning modelsBecome familiar with many libraries like Prophet, XGboost, and TensorFlowWho this book is for This book is ideal for data analysts, data scientists, and Python developers who want instantly useful and practical recipes to implement today, and a comprehensive reference book for tomorrow. Basic knowledge of the Python Programming language is a must, while familiarity with statistics will help you get the most out of this book.
Four hundred scenarios from all of the bestselling books in the series—with dozens of new entries—from being kicked by a zebra to breakup texts. With over 10 million copies sold worldwide, the Worst-Case Scenario series has been preparing readers for dangers of all kinds for more than a decade. This handsome compendium is truly the ultimate guide for handling life’s inevitable Worst-Case Scenarios, collecting—for the first time—hundreds of the best and most crucial scenarios from across the entire 26-book series, along with dozens of all new and expanded scenarios, charts, and expert tips. Topical, tabloid-style pages explore more than 100 subjects, from storms to stampedes to technology failures and beyond, with special sections highlighting critical information on starting fires, animal encounters, emergency signals, “Can I eat that?” questions, and more. Packed with expert advice and sturdy enough to stop a tiger bite, this gifty tome will keep longtime fans and new initiates safe and entertained in equal measure. Praise for the Worst-Case Scenario Survival series “What this book lacks in spiritual enlightenment, it more than makes up for with the practical advice you thought you’d never need. Yet it’s only when you read about how to deliver a baby in the back of a taxi, surviving quicksand and mastering awkward lift silences that you realize just how handy a book like this could come in. Some day.” —The Irish Times “There is something for everyone. It has a wide range of scenarios from dangerous to just downright irritating . . . It is fun, witty, entertaining and you learn something along the way too.” —Quill Quotes
Outlook is the most used application in Microsoft Office, but are you using it to your greatest advantage? The Lawyer's Guide to Microsoft Outlook 2007 is the only guide written specifically for lawyers to help you be more productive, more efficient and more successful. More than just email, Outlook is also a powerful task, contact, and scheduling manager that will improve your practice. From helping you log and track phone calls, meetings, and correspondence to archiving closed case material in one easy-to-store location, this book unlocks the secrets of underappreciated features that you will use every day. Written in plain language by a twenty-year veteran of law office technology and ABA member, you'll find: Tips and tricks to effectively transfer information between all components of the software; The eight new features in Outlook 2007 that lawyers will love; A tour of major product features and how laywers can best use them; Mistakes lawyers should avoid when using Outlook; What to do when you're away from the office.
Just the parts of SQL you need to know from simple data retrieval to the use of SQL joins, subqueries, stored procedures, cursors, triggers, and table constraints Designed for anyone interacting with databases, this SQL book methodically, systematically, and simply teaches you in lessons that each take 10 minutes or less to complete. Lessons include SQL statements, including complex SQL statements using multiple clauses and operators Data management: retrieve, sort, and format database contents, including inserting, updating, and deleting Data analytics: Pinpoint the data you need using a variety of filtering techniques and aggregate functions to summarize data Tables: create, alter, and join database tables Views Stored procedures Expert trainer and popular author Ben Forta created this book for most of us who just need to learn SQL and do not need to understand database design and normalization to relational database theory and administrative concerns. Each lesson includes Full-color code examples to help you understand how SQL statements are structured Tips that point out shortcuts and solutions Cautions to help you avoid common pitfalls Notes that explain additional concepts, and provide additional information
A brand new collection of high-value HR techniques, skills, strategies, and metrics… now in a convenient e-format, at a great price! HR management for a new generation: 6 breakthrough eBooks help you help your people deliver more value on every metric that matters This unique 6 eBook package presents all the tools you need to tightly link HR strategy with business goals, systematically optimize the value of all your HR investments, and take your seat at the table where enterprise decisions are made. In The Definitive Guide to HR Communication: Engaging Employees in Benefits, Pay, and Performance, Alison Davis and Jane Shannon help you improve the effectiveness of every HR message you deliver. Learn how to treat employees as customers… clarify their needs and motivations … leverage the same strategies and tools your company uses to sell products and services… package information for faster, better decision-making… clearly explain benefits, pay, and policies… improve recruiting, orientation, outplacement, and much more. In Investing in People, Second Edition, Wayne Cascio and John W. Boudreau help you use metrics to improve HR decision-making, optimize organizational effectiveness, and increase the value of strategic investments. You'll master powerful solutions for integrating HR with enterprise strategy and budgeting -- and for gaining commitment from business leaders outside HR. In Financial Analysis for HR Managers, Dr. Steven Director teaches the financial analysis skills you need to become a true strategic business partner, and get boardroom and CFO buy-in for your high-priority initiatives. Director covers everything HR pros need to formulate, model, and evaluate HR initiatives from a financial perspective. He walks through crucial financial issues associated with strategic talent management, offering cost-benefit analyses of HR and strategic financial initiatives, and even addressing issues related to total rewards programs. In Applying Advanced Analytics to HR Management Decisions , pioneering HR technology expert James C. Sesil shows how to use advanced analytics and "Big Data" to optimize decisions about performance management, strategy alignment, collaboration, workforce/succession planning, talent acquisition, career development, corporate learning, and more. You'll learn how to integrate business intelligence, ERP, Strategy Maps, Talent Management Suites, and advanced analytics -- and use them together to make far more robust choices. In Compensation and Benefit Design , world-renowned compensation expert Bashker D. Biswas helps you bring financial rigor to compensation and benefit program development. He introduces a powerful Human Resource Life Cycle Model for considering compensation and benefit programs… fully addresses issues related to acquisition, general compensation, equity compensation, and pension accounting… assesses the full financial impact of executive compensation and employee benefit programs… and discusses the unique issues associated with international HR programs. Finally, in People Analytics, Ben Waber helps you discover powerful hidden social "levers" and networks within your company, and tweak them to dramatically improve business performance and employee fulfillment. Drawing on his cutting-edge work at MIT and Harvard, Waber shows how sensors and analytics can give you an unprecedented understanding of how your people work and collaborate, and actionable insights for building a more effective, productive, and positive organization. Whatever your HR role, these 6 eBooks will help you apply today's most advanced innovations and best practices to optimize workplace performance -- and drive unprecedented business value. From world-renowned human resources experts Alison Davis, Jane Shannon, Wayne Cascio, John W. Boudreau, Steven Director, James C. Sesil, Bashker D. Biswas, and Ben Waber .
Gain a solid understanding of T-SQL—and write better queries Master the fundamentals of Transact-SQL—and develop your own code for querying and modifying data in Microsoft SQL Server 2012. Led by a SQL Server expert, you’ll learn the concepts behind T-SQL querying and programming, and then apply your knowledge with exercises in each chapter. Once you understand the logic behind T-SQL, you’ll quickly learn how to write effective code—whether you’re a programmer or database administrator. Discover how to: Work with programming practices unique to T-SQL Create database tables and define data integrity Query multiple tables using joins and subqueries Simplify code and improve maintainability with table expressions Implement insert, update, delete, and merge data modification strategies Tackle advanced techniques such as window functions, pivoting and grouping sets Control data consistency using isolation levels, and mitigate deadlocks and blocking Take T-SQL to the next level with programmable objects
Automator for Mac OS X 10.5 Leopard: Visual QuickStart Guide uses a combination of task-based instruction and strong visuals to teach Macintosh users how to automate repetitive, time-consuming tasks with the Automator application that is included with Mac OS X 10.5 Leopard. Automator comes with many useful actions for lots of popular Apple applications. Each action performs a single specific task, such as removing an empty playlist from iTunes, or adding attachments to a Mail message. The real power of Automator lies in mixing and matching these actions to perform exactly the job you need them to, in a string of actions known as a workflow. Author Ben Waldie introduces readers to how Automator works, and then helps them assemble and use Automator workflows. This book covers the major updates to Automator that are part of Mac OS X 10.5 (Leopard), including a variety of highly anticipated features, such as recording, looping, and the use of variables within workflows. These features make Automator more flexible and powerful than before, greatly increasing its appeal and interest to any Mac user looking to become more efficient. Both beginning users who want a thorough introduction to Automator and more advanced users looking for a convenient reference will find what they need here in straightforward language, clear steps, and practical tips.
Authoritative and comprehensive coverage for building Access 2013 Solutions Access, the most popular database system in the world, just opened a new frontier in the Cloud. Access 2013 provides significant new features for building robust line-of-business solutions for web, client and integrated environments. This book was written by a team of Microsoft Access MVPs, with consulting and editing by Access experts, MVPs and members of the Microsoft Access team. It gives you the information and examples to expand your areas of expertise and immediately start to develop and upgrade projects. Explores the new development environment for Access web apps Focuses on the tools and techniques for developing robust web applications Demonstrates how to monetize your apps with Office Store and create e-commerce solutions Explains how to use SQL Server effectively to support both web and client solutions Provides techniques to add professional polish and deploy desktop application Shows you how to automate other programs using Macros, VBA, API calls and more. Professional Access 2013 Programming is a complete guide on the latest tools and techniques for building Access 2013 applications for both the web and the desktop so that developers and businesses can move forward with confidence. Whether you want to add expand your expertise with Client/Server deployments or start developing web apps, you will want this book as a companion and reference.
Within the pages of Practical Ruby for System Administration, you'll learn the Ruby way to construct files, tap into clouds of data, build domain-specific languages, perform network traffic analysis, and more. Coverage places equal emphasis on fundamental Ruby concepts as well as practical how-tos. Based on author André Ben Hamou's own experiences working as a system administrator, this book will help you pick up practical tips on Ruby coding style, learn how to analyze and improve script performance, and make use of no-nonsense advice on scripting workflow, including testing, documentation, and version control.
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