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Dive into SQLAlchemy, the popular, open-source code library that helps Python programmers work with relational databases such as Oracle, MySQL, PostgresSQL, and SQLite. Using real-world examples, this practical guide shows you how to build a simple database application with SQLAlchemy, and how to connect to multiple databases simultaneously with the same metadata. SQL is a powerful language for querying and manipulating data, but it's tough to integrate it with your application. SQLAlchemy helps you map Python objects to database tables without substantially changing your existing Python code. If you're an intermediate Python developer with knowledge of basic SQL syntax and relational theory, this book serves as both a learning tool and a handy reference.Essential SQLAlchemy includes several sections: SQLAlchemy Core: Provide database services to your applications in a Pythonic way with the SQL Expression Language SQLAlchemy ORM: Use the object relational mapper to bind database schema and operations to data objects in your application Alembic: Use this lightweight database migration tool to handle changes to the database as your application evolves Cookbook: Learn how to use SQLAlchemy with web frameworks like Flask and libraries like SQLAcodegen
DATA ANALYSIS WITH MICROSOFT ACCESS 2010 is an introduction to Access with an emphasis on topics relevant to data analysis. The goal is to help the analyst gain a true understanding of data and the information it contains. Access queries are covered in detail, both in terms of the mechanics of their design, and how they can be used for typical data analysis tasks. The book is written in an easy-to-understand tutorial style, with new topics introduced in a logical and intuitive sequence. Numerous screenshots are included, so you won't need to sit with a computer as you read the book. The author also broadens the concept of data analysis to encompass business intelligence (BI) topics, including valuable material on how to use Access and Excel pivot tables. Additional features include "See the SQL" sidebars that allow interested readers to learn SQL as they are learning Access, and "Focus on Analysis" sidebars that provide details on a number of useful quantitative topics. A companion website has a sample database that correlates with the BI material in the book. In short, this is the only book you'll need to gain a working knowledge of Access, and how it can be used for data analysis.
As part of the Pocket Primer series, this book was designed for someone like you who needs to master Access programming fundamentals without spending too much time. All you need is a short book to get you started. It will show you only the things you need to know to feel at home with VBA. What you learn in this book on Access programming will also apply to, say, Excel programming. The book is divided into nine chapters that progressively introduce you to programming Microsoft Access 2016. Features: Includes a companion disc with all of the hands-on files needed to complete the chapter projects and all the images from the text Introduces you to programming Microsoft Access 2016
Whether you are a computer rookie or hot shot, you can master basic and more advanced Microsoft (R) Access 2016 skills quickly and efficiently with ILLUSTRATED MICROSOFT (R) OFFICE 365 & ACCESS 2016: INTERMEDIATE. Using a concise, focused approach and user-friendly format, the Illustrated Series incorporates a hallmark two-page layout that allows you to see an entire task in one view. Each presentation is easy to follow with Learning Outcomes that outline the skills covered in each lesson and larger full-color screens that reflect exactly what you should see on your own computer. Each module begins with a brief overview of the lesson's principles and introduces a case study for further application. In addition, new Productivity Apps visually introduce Microsoft (R) OneNote, Sway, Office Mix and Edge using hands-on activities.
Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. Maximize the powerful features of the latest release of today's most popular desktop database program How to Do Everything with Microsoft Office Access 2007 shows you how to create and customize an efficient, multi-user database, retrieve, interpret, and share your data, secure your information, and much more. Designed to help you get things done quickly and easily, this user-friendly guide is your all-access pass to Access 2007. Navigate the new user interface with ease Design a well-organized database using pre-designed templates Enter and edit data and ensure data validity Sort, filter, and print records Extract specific information using queries Master form and report design basics Add charts and graphs to forms and reports easily Optimize database performance and speed Exchange database objects and text files between Access databases
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
Develop the Microsoft (R) Office 365 and Access 2019 skills students need to be successful in college and beyond with the emphasis on critical-thinking, problem-solving, and in-depth coverage found in NEW PERSPECTIVES MICROSOFT OFFICE 365 & ACCESS 2019: COMPREHENSIVE. Updated with all-new case scenarios, this edition clearly applies the skills students are learning to real-world situations to make concepts even more relevant across the applications and reinforces critical skills to make them successful in their educational and professional careers. In addition, MindTap and updated SAM (Skills Assessment Manager) online resources are available to guide additional study and ensure successful results.
DESCRIPTION Application developers love MongoDB, a document-oriented NoSQL database, for its speed, flexibility, scalability, and ease of use. MongoDB is well-suited as a back-end for modern web applications. Its schema-free design encourages rapid application development, and built-in replication and auto-sharding architecture allow for massive parallel distribution. Production deployments at SourceForge, Foursquare, and Shutterfly demonstrate daily that MongoDB is up to real-world challenges. MongoDB in Action, Second Edition is a comprehensive guide to MongoDB version 2.6. It begins with a general overview of current database systems, explaining what makes MongoDB unique and describing its ideal use cases. Then, a series of tutorials lead into detailed examples for leveraging MongoDB in e-commerce, social networking, and other common applications. A reference section on schema design patterns helps ease the transition from the relational data model of SQL to MongoDB's document-based data model. RETAIL SELLING POINTS Explains the how and why for using MonogDB Comprehensive coverage of MongoDB version 2.6 Gives beginners a flying start with MongoDB operations and development AUDIENCE Written for application developers. No experience with MongoDB or NoSQL databases is required. Examples are in Ruby, but all teaching and techniques transfer easily to readers' language of choice. ABOUT THE TECHNOLOGY MongoDB is an open source, document-based database management system. Designed for the data and scalability requirements of modern Internet applications, MongoDB features dynamic queries and secondary indexes, fast atomic updates and complex aggregations, support for replication with automatic failover, and sharding for scaling horizontally.
How can you bring out MySQL's full power? With "High Performance MySQL," you'll learn advanced techniques for everything from designing schemas, indexes, and queries to tuning your MySQL server, operating system, and hardware to their fullest potential. This guide also teaches you safe and practical ways to scale applications through replication, load balancing, high availability, and failover.
Updated to reflect recent advances in MySQL and InnoDB performance, features, and tools, this third edition not only offers specific examples of how MySQL works, it also teaches you "why" this system works as it does, with illustrative stories and case studies that demonstrate MySQL's principles in action. With this book, you'll learn "how to think" in MySQL.Learn the effects of new features in MySQL 5.5, including stored procedures, partitioned databases, triggers, and viewsImplement improvements in replication, high availability, and clusteringAchieve high performance when running MySQL in the cloudOptimize advanced querying features, such as full-text searchesTake advantage of modern multi-core CPUs and solid-state disksExplore backup and recovery strategies--including new tools for hot online backups
MySQL, Fifth Edition by Paul DuBois The definitive guide to using, programming and administering MySQL 5.5 and MySQL 5.6 MySQL provides a comprehensive guide to effectively using and administering the MySQL database management system (DBMS). Author Paul DuBois describes everything from the basics of getting information into a database and formulating queries, to using MySQL with PHP or Perl to generate dynamic web pages, to writing your own programs that access MySQL databases, to administering MySQL servers. The book also includes a comprehensive reference section providing detailed information on MySQL's structure, language, syntax, and APIs. The fifth edition of this bestselling book has been meticulously revised and updated to thoroughly cover the latest features and capabilities of MySQL 5.5, as well as to add new coverage of features introduced with MySQL 5.6. MySQL is an open source relational database management system (DBMS) that has experienced a phenomenal growth in popularity and use. Known for its speed and ease of use, MySQL has proven itself to be particularly well-suited for developing database-backed websites and applications. MySQL runs on anything from modest hardware all the way up to enterprise servers, and its performance rivals any database system put up against it. Paul DuBois' MySQL, Fifth Edition, is the definitive guide to fully exploiting all the power and versatility of MySQL 5.5 and MySQL 5.6 Contents at a Glance Part I: General MySQL Use Chapter 1 Getting Started with MySQL Chapter 2 Using SQL to Manage Data Chapter 3 Data Types Chapter 4 Views and Stored Programs Chapter 5 Query Optimization Part II: Using MySQL Programming Interfaces Chapter 6 Introduction to MySQL Programming Chapter 7 Writing MySQL Programs Using C Chapter 8 Writing MySQL Programs Using Perl DBI Chapter 9 Writing MySQL Programs Using PHP Part III: MySQL Administration Chapter 10 Introduction to MySQL Administration Chapter 11 The MySQL Data Directory Chapter 12 General MySQL Administration Chapter 13 Security and Access Control Chapter 14 Database Maintenance, Backups, and Replication Part IV: Appendixes Appendix A Software Required to Use This Book Appendix B Data Type Reference Appendix C Operator and Function Reference Appendix D System, Status, and User Variable Reference Appendix E SQL Syntax Reference Appendix F MySQL Program Reference Online Appendixes: Appendix G C API ReferenceAppendix H Perl DBI API Reference Appendix I PHP API Reference
If you are an application developer, or you are training to be one, this 2016 edition of Murachs classic SQL Server book is made for you. To start, it presents the SQL statements that you need to retrieve and update the data in a database. These are the SQL statements that you will use every day. Then, it shows you how to design a database, how to implement that design, and how to work with database features like views, scripts, stored procedures, functions, triggers, transactions, security, XML data, BLOB data with FILESTREAM storage, and the CLR integration feature. The result? You will be able to create database applications that are thoroughly professional. You will be familiar with the DBA-related issues that let you work far more effectively than most of your colleagues. And you will have a handy reference at your side to answer questions and handle new challenges as they come up.
Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. Master Oracle Enterprise Manager 10g Grid ControlCentralize and simplify enterprise infrastructure administration using the detailed information contained in this Oracle Press guide. Oracle Enterprise Manager 10g Control Handbook shows you how to implement a grid-based management system and maintain on-demand access to critical services. Develop rollout plans, configure hardware and software, deploy targets and agents, control access, and distribute business reports. This authoritative resource also explains how to generate reliable backups, implement top-down performance monitoring, and maximize system availability. Plan and carry out an Oracle Enterprise Manager 10g Grid Control rollout Set up customized metrics, alerts, thresholds, targets, and agents Manage IT resources from a centralized control console or the command line Manage your infrastructure using secure protocols Automate administrative tasks with Oracle's management agent Distribute business intelligence using the reporting and dashboard features Work with Oracle Enterprise Manager Database Control and Oracle Real Application Clusters Build physical and logical standby databases using Oracle Data Guard
Your database is the foundation of your application. Many programmers assume it's also the bottleneck of productive software development, but with the right techniques, this doesn't have to be true. SQL Antipatterns illustrates some of the most common misconceptions and pitfalls software developers face using relational databases. This book helps you to use a database to produce the most efficient results, and turn sluggish, inflexible code and thankless late-night hours into high-quality, reliable solutions and a job well done. The SQL database programming language is the core of most software in the world, but if you're like most software developers, you're self-taught in SQL, and you know just enough to get by. As a result, you might design fragile databases that cannot scale as the business grows, write queries that produce incorrect results and not know why, or deploy applications that are vulnerable to hackers. Don't reinvent the wheel to solve problems SQL was designed to solve--this book will teach you new SQL techniques for getting your job done. Whatever platform or programming language you use, whether you're a junior programmer or a Ph.D., SQL Antipatterns will show you how to design and build databases, how to write better database queries, and how to integrate SQL programming with your application like an expert. You'll also learn the best and most current technology for full-text search, how to design code that is resistant to SQL injection attacks, and other techniques for success.
Loved by students for the visual and flexible way to build computer skills, the Illustrated Course Guides are ideal for learning Microsoft Access 2010 regardless of your experience level. Each two-page spread focuses on a single skill, making information easy to follow and absorb. The Illustrated Course Guides split Microsoft Access 2010 concepts and skills into three manageable levels - Basic, Intermediate, and Advanced - perfect for workshops or accelerated courses.
Praised by instructors for its concise, focused approach and user-friendly format, the Illustrated Series engages both computer rookies and hot shots in mastering MICROSOFT ACCESS 2013 quickly and efficiently. Skills are accessible and easy-to-follow thanks to the Illustrated Series' hallmark 2-page layout, which allows students to see an entire task in one view. New Learning Outcomes outline the skills covered in each lesson, and larger full-color screens represent exactly what students should see on their own computers. Each unit begins with a brief overview of the principles of the lesson, and introduces a case study for further application.
Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. Maximize Application Performance on Oracle ExadataWritten by an enterprise architect specializing in applications on Oracle's engineered systems, Running Applications on Oracle Exadata: Tuning Tips & Techniques reveals proven methods for configuring and tuning Oracle Exadata to achieve peak results from applications. You'll get complete details on application migration, consolidation, and administration. Deliverunparalleled enterprise application performance on Oracle Exadata using the best practices provided in this Oracle Press guide. Understand Oracle Exadata architecture, hardware components, and software features Achieve peak performance from online transaction processing (OLTP) systems Size Oracle Exadata for applications using comparative and predictive methods Migrate and consolidate applications to Oracle Exadata Monitor, manage, and administer all Oracle Exadata components to ensure high availability and performance Develop and implement a backup and recovery strategy Learn best practices for running applications on Oracle Exadata Code examples in the book are available for download at OraclePressBooks.com
Introductory Relational Database Design for Business with Microsoft Access takes a different approach to relational database design in that it develops understanding step-by-step, through numerous compact but realistic examples which build gradually in complexity. Readers will be able to achieve a thorough grounding in the technology and its applications and at every stage, the technology is presented through applications examples from business, as well as other fields, giving the reader a chance to concretely think through the details and issues that often arise. By using this textbook, the student will be able to achieve: Lasting hands-on knowledge of a pervasive and useful technology Acquisition of immediately marketable skills Development of analytical thinking and problem solving. Designing a database is a highly analytical skill, involving breaking down a situation into its critical components and clearly elucidating the relationships between these components. Learning such a skill develops the mind generally, fostering abilities in critical thinking and problem solving. Developing such abilities is an important component of any college education, regardless of students' fields of study.
Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. Deliver BI Solutions with Microsoft Office PerformancePoint Server 2007 Maximize the powerful BI tools available in PerformancePoint 2007 with help from this practical guide. You will learn how to collect and store data, monitor progress, analyze performance, distribute dynamic reports, and create maintainable projects and forecasts. Business Intelligence with Microsoft Office PerformancePoint Server 2007 provides full details on creating scorecards and dashboards, performing advanced analysis on data, and setting up business plans. You will also learn how to integrate PerformancePoint with ProClarity, Excel 2007, and SQL Server Reporting Services. Configure, deploy, and secure all the PerformancePoint components Create KPIs, scorecards, reports, and dashboards with the Dashboard Designer Create business models with the Planning Business Modeler and create budgets and forecasts with Excel 2007 Enable advanced data analysis with PerformancePoint Server and ProClarity tools Take advantage of the enhanced analytic capabilities of Excel 2007 Use SQL Server Reporting Services for analytics Align performance with organizational objectives
With proven pedagogy that emphasizes critical-thinking, problem-solving, and in-depth coverage, New Perspectives helps students develop the Microsoft Office 2013 skills they need to be successful in college and beyond. Updated with all new case-based tutorials, NEW PERSPECTIVES MICROSOFT ACCESS 2013 continues to engage students in applying skills to real-world situations, making concepts relevant. A new Troubleshoot case problem enhances critical thinking, and a new tutorial on Managing Your Files helps students navigate Windows 8. As always, New Perspectives improves learning outcomes and transference of skills by helping students understand why what they're learning is important.
A dream come true for those looking to improve their data fluency
Analytical data is a powerful tool for growing companies, but what good is it if it hides in the shadows? Bring your data to the forefront with effective visualization and communication approaches, and let "Data Fluency: Using Data Presentation Tools for Effective Communication "show you the best tools and strategies for getting the job done right. Learn the best practices of data presentation and the ways that reporting and dashboards can help organizations effectively gauge performance, identify areas for improvement, and communicate results.
Topics covered in the book include data reporting and communication, audience and user needs, data presentation tools, layout and styling, and common design failures. Those responsible for analytics, reporting, or BI implementation will find a refreshing take on data and visualization in this resource, as will report, data visualization, and dashboard designers.Conquer the challenge of making valuable data approachable and easy to understand Develop unique skills required to shape data to the needs of different audiencesFull color book links to bonus content at juiceanalytics.comWritten by well-known and highly esteemed authors in the data presentation community
"Data Fluency: Using Data Presentation Tools for Effective Communication" focuses on user experience, making reports approachable, and presenting data in a compelling, inspiring way. The book helps to dissolve the disconnect between your data and those who might use it and can help make an impact on the people who are most affected by data. Use "Data Fluency "today to develop the skills necessary to turn data into effective displays for decision-making.
Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. Master Oracle NoSQL DatabaseEnable highly reliable, scalable, and available data. Oracle NoSQL Database: Real-Time Big Data Management for the Enterprise shows you how to take fulladvantage of this cost-effective solution for storing, retrieving, and updating high-volume, unstructured data. The book covers installation, configuration, application development, capacity planning and sizing, and integration with other enterprise data center products. Real-world examples illustrate the concepts presented in this Oracle Press guide. Understand Oracle NoSQL Database architecture and the underlying data storage engine, Oracle Berkeley DB Install and configure Oracle NoSQL Database for optimal performance Develop complex, distributed applications using a rich set of APIs Read and write data into the Oracle NoSQL Database key-value store Apply an Avro schema to the value portion of the key-value pair using Avro bindings Learn best practices for capacity planning and sizing an enterpriselevel Oracle NoSQL Database deployment Integrate Oracle NoSQL Database with Oracle Database, Oracle Event Processing, and Hadoop Code examples from the book are available for download at www.OraclePressBooks.com.
Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product.Master Oracle E-Business Suite 12 Performance Tuning and OptimizationDeliver on the promise of lower TCO and achieve operational excellence by implementing a comprehensive enterprise application management process. Oracle E-Business Suite 12 Tuning Tips & Techniques offers detailed coverage of the versatile tools, features, and services available for managing application reliability, availability, performance, optimization, and governance. Best practices for maintaining overall application health and supporting evolving priorities, technologies, andsystems are also included in this Oracle Press guide. Get a comprehensive technical and functional overview of Oracle E-Business Suite 12 Plan, develop, and implement a management lifecycle strategy Execute an effective reliability management solution Monitor and maintain availability Improve application speed and performance Optimize Oracle E-Business Suite for short-term flexibility and long-term strategic goals Implement strong application governance processes Measure the success and performance of your managementplan Maintain an agile, future-ready Oracle E-Business Suite platform
Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. Implement the Full Spectrum of Oracle E-Business Suite Financial Applications Maintain an integrated, customer-focused financial computing framework that meets global business requirements while lowering total cost of ownership. Oracle E-Business Suite Financials Handbook, Third Edition offers fully updated coverage of the latest applications and modules. Find out how to enforce robust accounting rules, establish workflow, manage invoices and inventory, create budgets and forecasts, and secure your corporate assets. This Oracle Press guide thoroughly explains how to deploy custom Web applications, automate tax reporting, and incorporate Oracle Fusion Applications. Centralize financial data with Oracle General Ledger and Oracle Subledger Accounting Track invoices and payments through Oracle Receivables and Oracle Payables Forecast cash requirements and manage portfolios with Oracle Treasury Increase liquidity and profitability using Oracle Cash Management Establish asset depreciation schedules and handle leases and warranty information with Oracle Assets Use Oracle Purchasing and Oracle Inventory to optimize supply chain efficiency Handle procurement and billing information using Oracle Projects and Oracle Order Management Employ the all-new Oracle E-Business Tax and Oracle Landed Cost Management Leverage Oracle Fusion Applications in a co-existence strategy with Oracle E-Business Suite Financials Implement an end-to-end disaster recovery strategy
This practical Oracle Press guide teaches cutting-edge techniques for building, configuring, and managing a secure private database cloud with Oracle Enterprise Manager 13c. The book also explains how to use the RESTful API for DBaaS, SCHaaS and PDBaaS, and gives step by step instructions to set up the Oracle Database Hybrid Cloud.This hands-on volume lays out ready-to-deploy roadmaps for the design and maintenance of high-performance private database clouds using Oracle Enterprise Manager 13c. Learn best practices for a wide variety of different approaches-Database as a Service, Snap Clone as a Service, Schema as a Service, and Pluggable Database as a Service. Oracle Database Cloud Cookbook with Oracle Enterprise Manager 13c Cloud Control thoroughly explains how to architect, configure, and manage every component in a private database cloud lifecycle. You will get an insider's solutions for securing your cloud-based infrastructure, generating reliable RMAN backups, and protecting your mission-critical enterprise information using Oracle Data Guard. This comprehensive volume from Oracle Press features detailed, step-by-step instructions with multiple screen shots and diagrams that illustrate each technique along the way. Real-world examples and case studies illustrate applications in various industriesOffers essential skills for cloud administrators and DBAsAuthor is an Oracle Certified Master, previous ACE director, and experienced computing writer
Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. Leverage Oracle Database 11g Release 2 High Availability FeaturesProtect your critical business assets and achieve maximum database uptime using the detailed information in this Oracle Press guide. Oracle Database 11g Release 2 High Availability: Maximize Your Availability with Grid Infrastructure, Oracle Real Application Clusters, and Oracle Data Guard, Second Edition provides cost-effective solutions to current availability challenges. Discover how to grid-enable your IT framework, roll out Oracle Real Application Clusters, maintain standby databases, and deploy Oracle Flashback. Monitoring, tuning, and disaster recovery techniques are also covered in this comprehensive resource. Install Oracle Clusterware (as part of Oracle's grid infrastructure) or upgrade from an earlier version Build test clusters and hosts using Oracle VM Work with Oracle Automatic Storage Management and Oracle Automatic Storage Management Cluster File System Create synchronized standby databases using Oracle Data Guard Reliably archive and restore data with Oracle Recovery Manager Use Oracle Flashback to identify and undo user errors Configure Oracle Enterprise Manager Grid Control for management of an Oracle maximum availability architecture environment
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