An audacious, irreverent investigation of human behavior—and a first look at a revolution in the making
Our personal data has been used to spy on us, hire and fire us, and sell us stuff we don’t need. In Dataclysm, Christian Rudder uses it to show us who we truly are.
For centuries, we’ve relied on polling or small-scale lab experiments to study human behavior. Today, a new approach is possible. As we live more of our lives online, researchers can finally observe us directly, in vast numbers, and without filters. Data scientists have become the new demographers.
In this daring and original book, Rudder explains how Facebook "likes" can predict, with surprising accuracy, a person’s sexual orientation and even intelligence; how attractive women receive exponentially more interview requests; and why you must have haters to be hot. He charts the rise and fall of America’s most reviled word through Google Search and examines the new dynamics of collaborative rage on Twitter. He shows how people express themselves, both privately and publicly. What is the least Asian thing you can say? Do people bathe more in Vermont or New Jersey? What do black women think about Simon & Garfunkel? (Hint: they don’t think about Simon & Garfunkel.) Rudder also traces human migration over time, showing how groups of people move from certain small towns to the same big cities across the globe. And he grapples with the challenge of maintaining privacy in a world where these explorations are possible.
Visually arresting and full of wit and insight, Dataclysm is a new way of seeing ourselves—a brilliant alchemy, in which math is made human and numbers become the narrative of our time.
From the Hardcover edition.
If you want to find out how to use Python to start answering critical questions of your data, pick up Python Machine Learning – whether you want to get started from scratch or want to extend your data science knowledge, this is an essential and unmissable resource.What You Will LearnExplore how to use different machine learning models to ask different questions of your dataLearn how to build neural networks using Keras and TheanoFind out how to write clean and elegant Python code that will optimize the strength of your algorithmsDiscover how to embed your machine learning model in a web application for increased accessibilityPredict continuous target outcomes using regression analysisUncover hidden patterns and structures in data with clusteringOrganize data using effective pre-processing techniquesGet to grips with sentiment analysis to delve deeper into textual and social media dataIn Detail
Machine learning and predictive analytics are transforming the way businesses and other organizations operate. Being able to understand trends and patterns in complex data is critical to success, becoming one of the key strategies for unlocking growth in a challenging contemporary marketplace. Python can help you deliver key insights into your data – its unique capabilities as a language let you build sophisticated algorithms and statistical models that can reveal new perspectives and answer key questions that are vital for success.
Python Machine Learning gives you access to the world of predictive analytics and demonstrates why Python is one of the world's leading data science languages. If you want to ask better questions of data, or need to improve and extend the capabilities of your machine learning systems, this practical data science book is invaluable. Covering a wide range of powerful Python libraries, including scikit-learn, Theano, and Keras, and featuring guidance and tips on everything from sentiment analysis to neural networks, you'll soon be able to answer some of the most important questions facing you and your organization.Style and approach
Python Machine Learning connects the fundamental theoretical principles behind machine learning to their practical application in a way that focuses you on asking and answering the right questions. It walks you through the key elements of Python and its powerful machine learning libraries, while demonstrating how to get to grips with a range of statistical models.
The important stuff you need to know:Get started fast. Quickly set up accounts, customers, jobs, and invoice items.Follow the money. Track everything from billable and unbillable time and expenses to income and profit.Keep your company financially fit. Examine budgets and actual spending, income, inventory, assets, and liabilities.Gain insights. Open a new dashboard that highlights your company’s financial activity and status the moment you log in.Spend less time on bookkeeping. Create and reuse bills, invoices, sales receipts, and timesheets.Find key info. Use QuickBooks’ Search and Find features, as well as the Vendor, Customer, Inventory, and Employee Centers.
With SQLite, you'll discover how to develop a database-backed application that remains manageable in size and complexity. This book guides you every step of the way. You'll get a crash course in data modeling, become familiar with SQLite's dialect of the SQL database language, and much more.Learn how to maintain localized storage in a single file that requires no configurationBuild your own SQLite library or use a precompiled distribution in your applicationGet a primer on SQL, and learn how to use several language functions and extensionsWork with SQLite using a scripting language or a C-based language such as C# or Objective-CUnderstand the basics of database design, and learn how to transfer what you already know to SQLiteTake advantage of virtual tables and modules
"Complex SQL concepts explained clearly."
--D. Richard Hipp, creator of SQLite
instructions with callouts to photos that show you exactly what to do
when you run into problems or limitations with Evernote
Tips and Notes
to help you take full advantage of Evernote on your smartphone, tablet, or computer
Full-color, step-by-step tasks walk you through making the most of
Evernote –free or premium, on any device! Learn how to
• Install and use Evernote on your iPhone, Android, iPad, BlackBerry, Windows Phone, PC or Mac, and beyond
• Create and share notebooks, customized just the way you like, and organize your
notes your way
• Save images, drawings, handwriting, web content, even webcam snapshots in
notes you can access anywhere, anytime
• Add notes straight from Twitter or Google+, and link Evernote to your Facebook account
• Format your notes to look great, and easily print the notes you want to file
the old-fashioned way
• Build easy-to-use To Do lists, complete with checkboxes
• Sync your notes across multiple devices, and store them in the cloud so they’re always available over the Web
• Import notes from other popular note-taking tools, such as Microsoft OneNote and
• Record high-quality audio notes and organize and share them as needed
• Send notes to Evernote from Apple’s Siri digital assistant
• Organize, tag, and search your notebooks to instantly find whatever you’re looking for
• Install and use the Evernote Web Clipper in all popular web browsers
• Securely share notebooks publicly or privately and collaborate with teams, wherever they are
• Find apps and add-ons that make Evernote do even more for you
CATEGORY: Desktop Applications
USER LEVEL: Beginning-Intermediate
After reading this book, you will be able to design the overall architecture for functioning business intelligence systems with the supporting data warehousing and data-integration applications. You will have the information you need to get a project launched, developed, managed and delivered on time and on budget – turning the deluge of data into actionable information that fuels business knowledge. Finally, you’ll give your career a boost by demonstrating an essential knowledge that puts corporate BI projects on a fast-track to success.Provides practical guidelines for building successful BI, DW and data integration solutions. Explains underlying BI, DW and data integration design, architecture and processes in clear, accessible language.Includes the complete project development lifecycle that can be applied at large enterprises as well as at small to medium-sized businesses Describes best practices and pragmatic approaches so readers can put them into action. Companion website includes templates and examples, further discussion of key topics, instructor materials, and references to trusted industry sources.
This is learning made easy. Get more done quickly with Microsoft Word, Excel, PowerPoint, and Outlook. Jump in wherever you need answers--brisk lessons and colorful screenshots show you exactly what to do, step by step.
Covers Word, Excel, PowerPoint and Outlook Format documents for visual impact Quickly prepare personalized email messages and labels Build powerful workbooks for analysis and reporting Analyze alternative data sets with Quick Analysis Lens, Goal Seek, and Solver Prepare highly effective presentations Strengthen your presentations by adding tables and graphics Organize your email, scheduling, and contacts Look up just the tasks and lessons you need
This book covers:Arrays and lists: the most common data structuresStacks and queues: more complex list-like data structuresLinked lists: how they overcome the shortcomings of arraysDictionaries: storing data as key-value pairsHashing: good for quick insertion and retrievalSets: useful for storing unique elements that appear only onceBinary Trees: storing data in a hierarchical mannerGraphs and graph algorithms: ideal for modeling networksAlgorithms: including those that help you sort or search dataAdvanced algorithms: dynamic programming and greedy algorithms
The important stuff you need to know:Dive into relational data. Solve problems quickly by connecting and combining data from different tables.Create professional documents. Publish reports, charts, invoices, catalogs, and other documents with ease.Access data anywhere. Use FileMaker Go on your iPad or iPhone—or share data on the Web.Harness processing power. Use new calculation and scripting tools to crunch numbers, search text, and automate tasks.Run your database on a secure server. Learn the high-level features of FileMaker Pro Advanced.Keep your data safe. Set privileges and allow data sharing with FileMaker’s streamlined security features.
This book is intended for executives, entrepreneurs, finance and business development officers; technology and engineering officers; marketers, licensing professionals, and technology professionals; in-house counsel; and anyone else that deals with software or digital technology in business.
Comprehensive Business and Legal Guidance including
* Securing Intellectual Property for Digital Business
* Digital Contract Fundamentals
* Open Source Rules and Strategies
* Development, Consulting and Outsourcing
* Software as a Service
* Business Software Licensing, Partnering, and Distribution
* Web and Internet Agreements
* Privacy on the Internet
* Digital Multimedia Content Clearance and Distribution
* IT Standards
* Video Game Development and Content Deals
* International Distribution
* User-Created Content, Mash-Ups, MMOGs, and Web Widgets
* And Much More
* Up-to-the-Moment Legal Guide
* In Plain English
* Includes 38 Contract and Web Forms in the Book
The quick way to learn Microsoft Excel 2016!
This is learning made easy. Get more done quickly with Excel 2016. Jump in wherever you need answers--brisk lessons and full-color screen shots show you exactly what to do, step by step.
Quickly set up workbooks, enter data, and format it for easier viewing Perform calculations and find and correct errors Filter, sort, summarize, and combine data Analyze data by using PivotTables, PivotCharts, scenarios, data tables, and Solver Visualize data with charts and graphs, including new sunbursts, waterfalls, and treemaps Build data models and use them in business intelligence analyses Create timelines, forecasts, and visualizations, including KPIs and PowerMap data maps Look up just the tasks and lessons you need
Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making.Understand how data science fits in your organization—and how you can use it for competitive advantageTreat data as a business asset that requires careful investment if you’re to gain real valueApproach business problems data-analytically, using the data-mining process to gather good data in the most appropriate wayLearn general concepts for actually extracting knowledge from dataApply data science principles when interviewing data science job candidates
Updated for R 2.14 and 2.15, this second edition includes new and expanded chapters on R performance, the ggplot2 data visualization package, and parallel R computing with Hadoop.Get started quickly with an R tutorial and hundreds of examplesExplore R syntax, objects, and other language detailsFind thousands of user-contributed R packages online, including BioconductorLearn how to use R to prepare data for analysisVisualize your data with R’s graphics, lattice, and ggplot2 packagesUse R to calculate statistical fests, fit models, and compute probability distributionsSpeed up intensive computations by writing parallel R programs for HadoopGet a complete desktop reference to R
You’ll gain in-depth knowledge of Java application performance, using the Java Virtual Machine (JVM) and the Java platform, including the language and API. Developers and performance engineers alike will learn a variety of features, tools, and processes for improving the way Java 7 and 8 applications perform.Apply four principles for obtaining the best results from performance testingUse JDK tools to collect data on how a Java application is performingUnderstand the advantages and disadvantages of using a JIT compilerTune JVM garbage collectors to affect programs as little as possibleUse techniques to manage heap memory and JVM native memoryMaximize Java threading and synchronization performance featuresTackle performance issues in Java EE and Java SE APIsImprove Java-driven database application performance
The 2011 version of the Microsoft Office productivity suite for the Mac sports major changes from what Mac users are accustomed to. This soup-to-nuts guide gets the Mac crowd up to date quickly and easily. Individual minibooks thoroughly cover the Project Gallery, Word, Excel, PowerPoint, Outlook (new for Mac), and the Project Center. You’ll learn how the new Office integrates with the Windows version, how to use and customize the new Ribbon interface, and much more.Office for Mac is the most popular office productivity suite for the Mac, used by 1.5 to 2 million people The new version includes new features such as the Ribbon interface, Outlook (which replaces Entourage), and greater integration with the Windows version Covers everything you’ll want to know about the Project Gallery, Word, Excel, PowerPoint, Outlook, and the Project Center
With Office 2011 for Mac All-in-One For Dummies, you’ll be ready to use the newest version of Office like a pro.
By working with a single case study throughout this thoroughly revised book, you’ll learn the entire process of exploratory data analysis—from collecting data and generating statistics to identifying patterns and testing hypotheses. You’ll explore distributions, rules of probability, visualization, and many other tools and concepts.
New chapters on regression, time series analysis, survival analysis, and analytic methods will enrich your discoveries.Develop an understanding of probability and statistics by writing and testing codeRun experiments to test statistical behavior, such as generating samples from several distributionsUse simulations to understand concepts that are hard to grasp mathematicallyImport data from most sources with Python, rather than rely on data that’s cleaned and formatted for statistics toolsUse statistical inference to answer questions about real-world data
Bradley Holt, co-founder of the creative services firm Found Line, is a web developer and entrepreneur ten years of PHP and MySQL experience. He began using CouchDB before the release of version 1.0. Bradley is an active member of the PHP community, and can be reached at bradley-holt.com.
Written with the clarity, humor, and objective scrutiny, Photoshop CS5: The Missing Manual is the friendly, thorough resource you need.
The book covers recent crises in financial systems and job markets, the housing bubble, and environment, assessing their impact on systems thinking. A companion website is available at interactdesign.com.
This volume is ideal for senior executives as well as for chief information/operating officers and other executives charged with systems management and process improvement. It may also be a helpful resource for IT/MBA students and academics.Four NEW chapters on self-organizing systems, holistic thinking, operational thinking, and design thinkingCovers the recent crises in financial systems and job markets globally, the housing bubble, and the environment, assessing their impact on systems thinkingCompanion website to accompany the book is available at interactdesign.com
CorelDRAW X The Official Guide is the one-stop tutorial/reference for learning how to create gorgeous graphics for a variety of print and web uses. Veteran graphic designer and author Gary Bouton shows you how to use the new product features, and shows off beautiful graphics and techniques in this Corel-authorized guide. Packed with examples and techniques, this book delivers details no CorelDRAW user can afford to be without!
Ideal for beginners through experts getting started on the new release, the book explains how to install the software, use the illustration and drawing tools, work with text, apply colors, fills, and outlines, apply special effects, and work in 3D.
CorelDRAW X The Official GuideOffers hundreds of tips, tricks, and shortcuts that show how to get the most out of product features, not just what the features do Includes online access to 30+ video tutorials of hands-on instruction from the author, plus CorelDRAW native files, stock images for tutorials in Corel PHOTO-PAINT, custom typefaces designed by the author, and other useful starter pieces for learning CorelDRAW Includes a full-color insert demonstrating results of various filters and effects Provides a comprehensive CorelDRAW X reference as well as drawing tips and illustration techniques Discusses print and web use and potential issues Explains how to use PHOTO-PAINT, Corel’s image-editing tool
This updated second edition provides guidance for database developers, advanced configuration for system administrators, and an overview of the concepts and use cases for other people on your project. Ideal for NoSQL newcomers and experienced MongoDB users alike, this guide provides numerous real-world schema design examples.Get started with MongoDB core concepts and vocabularyPerform basic write operations at different levels of safety and speedCreate complex queries, with options for limiting, skipping, and sorting resultsDesign an application that works well with MongoDBAggregate data, including counting, finding distinct values, grouping documents, and using MapReduceGather and interpret statistics about your collections and databasesSet up replica sets and automatic failover in MongoDBUse sharding to scale horizontally, and learn how it impacts applicationsDelve into monitoring, security and authentication, backup/restore, and other administrative tasks
The code-packed examples in this book will help you learn how to work with documents, populate a simple database, replicate data from one database to another, and a host of other tasks.Install CouchDB on Linux, Mac OS X, Windows, or (if you must) from the source codeInteract with data through CouchDB’s RESTful API, and use standard HTTP operations, such as PUT, GET, POST, and DELETEUse Futon—CouchDB’s web-based interface— to manage databases and documents, and to configure replicationsLearn how to create, update, and delete documents in JSON format, and how to create and delete databasesWork with design documents to get the formatting and indexing your application requires
The long-awaited Microsoft Office 2016 for Mac delivers the Mac's most advanced versions of Word, Excel, PowerPoint, and Outlook, plus Microsoft's powerful new OneDrive cloud storage capabilities. Get the most out of Microsoft Office 2016 for Mac -- the fast, easy way! Friendly, quick, and 100% practical, My Office for Mac 2016 is the must-have companion for every Microsoft Office 2016 for Mac user.
Written by Paul McFedries, a leading expert in explaining new Microsoft and Apple technologies, this friendly, intuitive guide will walk you through every task you'll want to perform. Every task is presented step-by-step, using carefully annotated, full-color screenshots, all numbered so you'll never get lost or confused. Everything's clearly organized in modular, self-contained chapters that'll help you get great results with Office 2016 in no time.
From formatting to data visualization, calendars and email to collaboration with Windows users, McFedries covers all you'll need to know. Throughout, he offers helpful tips, lists, workarounds for Office's limitations, and quick solutions to the problems you're most likely to encounter. If you want instant answers for maximum productivity, here they are!
• Master core skills you can use in every Office 2016 for Mac program
• Quickly create visual documents with advanced formatting and graphics
• Build complex documents with columns, footnotes, headers, and tables
• Enter and organize Excel data more accurately and efficiently
• Quickly move, copy, delete, and format large amounts of data with Excel ranges
• Use charts to make data more visual, intuitively understandable, and actionable
• Add pizzazz to PowerPoint slide shows with animations and transitions
• Use Outlook 2016 for Mac to efficiently manage your email, contacts, and calendar
• Bring all your ideas and notes together in a OneNote notebook
• Enhance your OneNote notebooks with links, files, and more
• Customize your Office applications to work the way you do
• Store and share your Office files in the cloud with Microsoft OneDrive
• Collaborate with others, including people using other versions of Office
In addition, this book is part of Que’s exciting new Content Update Program. As Microsoft updates features of Office 2016 for Mac, sections of this book will be updated or new sections will be added to match the updates to the software. The updates will be delivered to you via a FREE Web Edition of this book, which can be accessed with any Internet connection. To learn more, visit www.quepublishing.com/CUP.
How to access the free web edition: Follow the instructions within the book to learn how to register your book to access the FREE Web Edition.
My Google Apps
Full-color, step-by-step tasks walk you through doing exactly what you want with Google Apps. Learn how to:
Use Google Apps to reduce technology expenses and grow your business Choose the best Google Apps version for your needs Quickly activate and customize your account Give your users customized email that uses your domain, not gmail.com Connect Gmail to your smartphone so your email and schedule always go with you Create, format, edit, print, and collaborate on documents with Docs Track and analyze your data with Sheets Create presentations with Slides and present anywhere via the Internet Cut travel costs: run video meetings online with Google Hangouts Improve project collaboration with a shared Sites workspace Efficiently manage and share your schedule with Calendar Store and share your files for secure anytime/anywhere access Sync your files between your PC or Mac and Google Drive in the cloud Use Vault to archive content and activity for compliance or other legal reasons
COVERS: Gmail, Calendar, Drive, Docs, Sheets, Slides, Hangouts, Sites, Vault
Step-by-step instructions with callouts to new Google Apps screenshots that show you exactly what to do.
Help when you run into Google Apps problems or limitations.
Tips and Notes to help you get the most from Google Apps.
"The authors have appreciated that MDM is a complex multidimensional area, and have set out to cover each of these dimensions in sufficient detail to provide adequate practical guidance to anyone implementing MDM. While this necessarily makes the book rather long, it means that the authors achieve a comprehensive treatment of MDM that is lacking in previous works." -- Malcolm Chisholm, Ph.D., President, AskGet.com Consulting, Inc.
Regain control of your master data and maintain a master-entity-centric enterprise data framework using the detailed information in this authoritative guide. Master Data Management and Data Governance, Second Edition provides up-to-date coverage of the most current architecture and technology views and system development and management methods. Discover how to construct an MDM business case and roadmap, build accurate models, deploy data hubs, and implement layered security policies. Legacy system integration, cross-industry challenges, and regulatory compliance are also covered in this comprehensive volume.Plan and implement enterprise-scale MDM and Data Governance solutions Develop master data model Identify, match, and link master records for various domains through entity resolution Improve efficiency and maximize integration using SOA and Web services Ensure compliance with local, state, federal, and international regulations Handle security using authentication, authorization, roles, entitlements, and encryption Defend against identity theft, data compromise, spyware attack, and worm infection Synchronize components and test data quality and system performance
The book includes chapters that cover the principles of entity resolution and the principles of Information Quality, in addition to their concepts and terminology. It also discusses the Fellegi-Sunter theory of record linkage, the Stanford Entity Resolution Framework, and the Algebraic Model for Entity Resolution, which are the major theoretical models that support Entity Resolution. In relation to this, the book briefly discusses entity-based data integration (EBDI) and its model, which serve as an extension of the Algebraic Model for Entity Resolution. There is also an explanation of how the three commercial ER systems operate and a description of the non-commercial open-source system known as OYSTER. The book concludes by discussing trends in entity resolution research and practice. Students taking IT courses and IT professionals will find this book invaluable.First authoritative reference explaining entity resolution and how to use it effectivelyProvides practical system design advice to help you get a competitive advantage Includes a companion site with synthetic customer data for applicatory exercises, and access to a Java-based Entity Resolution program.
It includes Matlab code of the most common methods and algorithms in the book, together with a descriptive summary and solved examples, and including real-life data sets in imaging and audio recognition.
This text is designed for electronic engineering, computer science, computer engineering, biomedical engineering and applied mathematics students taking graduate courses on pattern recognition and machine learning as well as R&D engineers and university researchers in image and signal processing/analyisis, and computer vision.Matlab code and descriptive summary of the most common methods and algorithms in Theodoridis/Koutroumbas, Pattern Recognition, Fourth EditionSolved examples in Matlab, including real-life data sets in imaging and audio recognitionAvailable separately or at a special package price with the main text (ISBN for package: 978-0-12-374491-3)
"Building a Scalable Data Warehouse" covers everything one needs to know to create a scalable data warehouse end to end, including a presentation of the Data Vault modeling technique, which provides the foundations to create a technical data warehouse layer. The book discusses how to build the data warehouse incrementally using the agile Data Vault 2.0 methodology. In addition, readers will learn how to create the input layer (the stage layer) and the presentation layer (data mart) of the Data Vault 2.0 architecture including implementation best practices. Drawing upon years of practical experience and using numerous examples and an easy to understand framework, Dan Linstedt and Michael Olschimke discuss:
How to load each layer using SQL Server Integration Services (SSIS), including automation of the Data Vault loading processes.
Important data warehouse technologies and practices.
Data Quality Services (DQS) and Master Data Services (MDS) in the context of the Data Vault architecture.Provides a complete introduction to data warehousing, applications, and the business context so readers can get-up and running fast Explains theoretical concepts and provides hands-on instruction on how to build and implement a data warehouseDemystifies data vault modeling with beginning, intermediate, and advanced techniquesDiscusses the advantages of the data vault approach over other techniques, also including the latest updates to Data Vault 2.0 and multiple improvements to Data Vault 1.0
Each chapter has how-to guidance to walk you through implementing concepts, and real-world scenarios to help you relate to the information and better grasp how it impacts your data. This book provides the information that you need in order to understand the current PCI Data Security standards and how to effectively implement security on network infrastructure in order to be compliant with the credit card industry guidelines, and help you protect sensitive and personally-identifiable information.Completely updated to follow the most current PCI DSS standard, version 3.0Packed with help to develop and implement an effective strategy to keep infrastructure compliant and secureIncludes coverage of new and emerging technologies such as NFC, P2PE, CNP/Mobile, and EMVBoth authors have broad information security backgrounds, including extensive PCI DSS experience
Author Susan Snedaker shares her expertise with you, including the most current options for disaster recovery and communication, BCDR for mobile devices, and the latest infrastructure considerations including cloud, virtualization, clustering, and more. Snedaker also provides you with new case studies in several business areas, along with a review of high availability and information security in healthcare IT.
Don’t be caught off guard—Business Continuity and Disaster Recovery for IT Professionals, 2nd Edition , is required reading for anyone in the IT field charged with keeping information secure and systems up and running.Complete coverage of the 3 categories of disaster: natural hazards, human-caused hazards, and accidental / technical hazardsExtensive disaster planning and readiness checklists for IT infrastructure, enterprise applications, servers and desktopsClear guidance on developing alternate work and computing sites and emergency facilities Actionable advice on emergency readiness and response Up-to-date information on the legal implications of data loss following a security breach or disaster
This is the only book that focuses entirely on the specific technical, desk-side, and infrastructure issues that support professionals and administrators encounter when implementing and running Lotus Notes in production environments. Authored by one of IBM’s top Lotus experts, it draws on the firsthand experiences of IBM professionals working in hundreds of client environments. Mark Elliott has created a true “encyclopedia” of proven resolutions to common problems and has streamlined processes for infrastructure support. Elliott systematically addresses support solutions for all recent Lotus Notes and Domino environments.
Survival Guide for Lotus Notes and Domino Administrators is organized for rapid access to specific solutions in three key areas: client setup, technical support, and client software management. It brings together best practices for planning deployments, managing upgrades, addressing issues with mail and calendars, configuring settings based on corporate policies, and optimizing the entire support delivery process. Along the way, Elliott illuminates the administrative and support implications of the latest enhancements to Lotus Notes and Lotus Domino, in areas ranging from messaging to plug-in support.
Whatever your role in managing, administering, or supporting IBM Lotus technologies, this book will help you respond more quickly, efficiently, and effectively—reducing support costs as you increase customer satisfaction.
Coverage includesAn overview to key software changes introduced in Release 8.0 Resolutions to dozens of error messages and other obscure issues Using the “Smart Upgrade” toolkit to automate upgrades Implementing policies to manage client settings and reduce administrative overhead Optimizing Lotus Notes performance and avoid user frustration Making the most of technical support tools and plug-ins Finding technical support and patches on the IBM developerWorks website Configuring Lotus Notes and supporting common activities
The Concept and Object Modeling Notation (COMN) is able to cover the full spectrum of analysis and design. A single COMN model can represent the objects and concepts in the problem space, logical data design, and concrete NoSQL and SQL document, key-value, columnar, and relational database implementations. COMN models enable an unprecedented level of traceability of requirements to implementation. COMN models can also represent the static structure of software and the predicates that represent the patterns of meaning in databases.
This book will teach you:the simple and familiar graphical notation of COMN with its three basic shapes and four line styles how to think about objects, concepts, types, and classes in the real world, using the ordinary meanings of English words that aren’t tangled with confused techno-speak how to express logical data designs that are freer from implementation considerations than is possible in any other notation how to understand key-value, document, columnar, and table-oriented database designs in logical and physical terms how to use COMN to specify physical database implementations in any NoSQL or SQL database with the precision necessary for model-driven development
Using lightweight tools such as Python, Apache Pig, and the D3.js library, your team will create an agile environment for exploring data, starting with an example application to mine your own email inboxes. You’ll learn an iterative approach that enables you to quickly change the kind of analysis you’re doing, depending on what the data is telling you. All example code in this book is available as working Heroku apps.Create analytics applications by using the agile big data development methodologyBuild value from your data in a series of agile sprints, using the data-value stackGain insight by using several data structures to extract multiple features from a single datasetVisualize data with charts, and expose different aspects through interactive reportsUse historical data to predict the future, and translate predictions into actionGet feedback from users after each sprint to keep your project on track
communications systems. Since 9/11 it has become increasingly important for companies to implement a
plan for disaster recovery. This comprehensive book addresses the operational and day-to-day security
management requirements of business stability and disaster recovery planning specifically tailored for the needs and requirements of an Information Security Officer.
This book has been written by battle tested security consultants who have based all the material, processes and problem- solving on real-world planning and recovery events in enterprise environments world wide.
John has over 25 years experience in the IT and security sector. He is an often sought management consultant for large enterprise and is currently a member of the Federal Communication Commission's Homeland Security Network Reliability and Interoperability Council Focus Group on Cybersecurity, working in the Voice over Internet Protocol workgroup.
James has over 30 years experience in security operations and technology assessment as a corporate security executive and positions within the intelligence, DoD, and federal law enforcement communities. He has a Ph.D. in information systems specializing in information security and is a member of Upsilon Pi Epsilon (UPE), the International Honor Society for the Computing and Information Disciplines. He is currently an Independent Consultant.
· Provides critical strategies for maintaining basic business functions when and if systems are shut down
· Establishes up to date methods and techniques for maintaining second site back up and recovery
· Gives managers viable and efficient processes that meet new government rules for saving and protecting data in the event of disasters
The important stuff you need to know:Get started. Tour FileMaker Pro’s features and create your first database in minutes.Catalog your data. View, sort, and shape information in dozens of ways.Create professional documents. Publish reports, invoices, and other documents with ease.Harness processing power. Use calculations and scripts to crunch numbers, search text, and automate tasks.Add visual power and clarity. Create colorful charts to illustrate and summarize your data.Think like a developer. Dive into the high-level features of FileMaker Pro Advanced.
Beginning with detailed instructions on how to install and configure the Android SDK, Studio, and Virtual Device Manager, the book moves on to creating a simple, but working, "Hello World" app that can be run on a real device or emulator.
The book then moves on to layouts and the visual design of Lollipop apps. A new app is begun to demonstrate this and expanded as we move further, and, once material design has been introduced, the book moves on to the Java coding aspect and how to write code that responds to user interactions via callback methods such as touchscreen gesture listeners. No book on Lollipop APIs would be complete without explaining how the new Android TV, Wear, and Auto SDK tools work and how they can be utilized to either create new apps or convert those originally written for other platforms.
The book concludes by demonstrating how to package and deploy your finished app on the Google Play store.