A Secure and Easy-to-Use MTA for UNIX

Book Description:

at call for a certain amount of study. This book, with careful background explanations and generous examples, eases readers from the basic configuration to the full power of Postfix. It discusses the Postfix interfaces to various tools that round out a fully scalable and highly secure email system. These tools include POP, IMAP, LDAP, MySQL, Simple Authentication and Security Layer (SASL), and Transport Layer Security (TLS, an upgrade of SSL). A reference section for Postfix configuration parameters and an installation guide are included.Topics include:

  • Basic installation and configuration
  • DNS configuration for email
  • Working with POP/IMAP servers
  • Hosting multiple domains (virtual hosting)
  • Mailing lists
  • Handling unsolicited email (spam blocking)
  • Security through SASL and TLS

From compiling and installing Postfix to troubleshooting, Postfix: The Definitive Guide offers system administrators and anyone who deals with Postfix an all-in-one, comprehensive tutorial and reference to this MTA.

Quick, Effective, and Productive Data Science

Book Description:

Discover how to use the popular RStudio IDE as a professional tool that includes code refactoring support, debugging, and Git version control integration. This book gives you a tour of RStudio and shows you how it helps you do exploratory data analysis; build data visualizations with ggplot; and create custom R packages and web-based interactive visualizations with Shiny. In addition, you will cover common data analysis tasks including importing data from diverse sources such as SAS files, CSV files, and JSON. You will map out the features in RStudio so that you will be able to customize RStudio to fit your own style of coding.

Finally, you will see how to save a ton of time by adopting best practices and using packages to extend RStudio. Learn RStudio IDE is a quick, no-nonsense tutorial of RStudio that will give you a head start to develop the insights you need in your data science projects.|

What You Will Learn

  • Quickly, effectively, and productively use RStudio IDE for building data science applications
  • Install RStudio and program your first Hello World application
  • Adopt the RStudio workflow
  • Make your code reusable using RStudio
  • Use RStudio and Shiny for data visualization projects
  • Debug your code with RStudio
  • Import CSV, SPSS, SAS, JSON, and other data
Who This Book Is For

Programmers who want to start doing data science, but don’t know what tools to focus on to get up to speed quickly.

A Guide for Python Programmers

Book Description:

Build software that combines Python’s expressivity with the performance and control of C (and C++). It’s possible with Cython, the compiler and hybrid programming language used by foundational packages such as NumPy, and prominent in projects including Pandas, h5py, and scikits-learn. In this practical guide, you’ll learn how to use Cython to improve Python’s performance—up to 3000x— and to wrap C and C++ libraries in Python with ease.

Author Kurt Smith takes you through Cython’s capabilities, with sample code and in-depth practice exercises. If you’re just starting with Cython, or want to go deeper, you’ll learn how this language is an essential part of any performance-oriented Python programmer’s arsenal.

  • Use Cython’s static typing to speed up Python code
  • Gain hands-on experience using Cython features to boost your numeric-heavy Python
  • Create new types with Cython—and see how fast object-oriented programming in Python can be
  • Effectively organize Cython code into separate modules and packages without sacrificing performance
  • Use Cython to give Pythonic interfaces to C and C++ libraries
  • Optimize code with Cython’s runtime and compile-time profiling tools
  • Use Cython’s prange function to parallelize loops transparently with OpenMP

Book Description:

Unravel the mysteries of blockchains

Blockchain technologies are disrupting some of the world’s biggest industries. Blockchain For Dummies provides a fast way to catch up with the essentials of this quickly evolving tech. Written by an author involved in founding and analyzing blockchain solutions, this book serves to help those who need to understand what a blockchain can do (and can’t do).

This revised edition walks you through how a blockchainsecurely records data across independent networks. It offers a tour of some of the world’s best-known blockchains, including those that power Bitcoin and other cryptocurrencies. It also provides a glance at how blockchain solutions are affecting the worlds of finance, supply chain management, insurance, and governments.

  • Get a clear picture of what a blockchain can do
  • Learn how blockchains rule cryptocurrency and smart contracts
  • Discover current blockchains and how each of them work
  • Test blockchain apps

Blockchain has become the critical buzzword in the world of financial technology and transaction security — and now you can make sense of it with the help of this essential guide.

Book Description:

Master the Powerful Multitenant Features of Oracle Database 12c

Govern a scalable, extensible, and highly available enterprise database environment using the practical information contained in this Oracle Press guide. Written by a team of Oracle Masters, Oracle Database 12c Release 2 Multitenant shows, step-by-step, how to deploy and manage multitenant configurations across IT frameworks of all types and sizes. Find out how to create databases, work with PDBs and CDBs, administer Oracle Net Services, and automate administrative tasks. Backup and recovery, security, and advanced multitenant options are covered in complete detail.

Learn how to:

• Build high-performance multitenant Oracle databases
• Create single-tenant, multitenant, and application containers
• Establish network connections and manage services
• Handle security using authentication, authorization, and encryption
• Back up and restore your mission-critical data
• Work with point-in-time recovery and Oracle Flashback
• Move data and replicate and clone databases
• Work with Oracle’s Resource Manager and Data Guard

Learn how to integrate Haml into your current application setup and development workflow

Book Description:

Haml is a markup language used to rapidly develop Rails view templates (or HTML pages). It is used by professional developers and praised for its cleanliness, human friendliness and usage agility. It functions as a replacement for inline page templating systems such as PHP, ASP, and ERB – the templating language used in most Ruby on Rails applications. Haml is itself a description of HTML and hence it avoids the need for explicitly coding HTML into the template with some code to generate dynamic content.

A practical guide which shows you a number of examples of Haml usage and then lets you dive into more advanced features to help you take full advantage of rapid development of view templates in your Rails applications. This book will show you how you can use Haml to create beautiful, easily maintainable and concise view templates without the hassle of writing in HTML.

Starting by showing you how to install Haml and how to integrate it into your Rails application, this practical guide will then teach you how to create the elements of a view template. This book will introduce you to the important features of Haml, show you how to integrate Haml with your development editor, and how to make it work with the Twitter Bootstrap framework.

This book will also show you how to convert existing view templates. With this book, you will be able to integrate Haml into your current application setup and development workflow.

What you will learn from this book

  • Download and install Haml
  • Integrate Haml with your Rails application
  • Convert all existing view templates automatically
  • Add Haml to your development editor
  • Use Haml with Twitter Bootstrap Framework

Over 80 taskbased recipes to store, organize, manipulate, and analyze spatial data in a PostGIS database

Book Description:

PostGIS is a spatial database that integrates advanced storage and analysis of vector and raster data, and is remarkably flexible and powerful. PostGIS provides support for geographic objects to the PostgreSQL object-relational database and is currently the most popular open source spatial databases. If you want to explore the complete range of PostGIS techniques and expose the related extensions, this book is a must-have.

This book is a deep-dive into the full range of PostGIS topics, with practical applications of the concepts and code. It is a comprehensive guide on PostGIS tools and concepts which are required to manage, manipulate, and analyse spatial data in PostGIS. This book is packed with systematic instructions of hands-on examples and in-depth explanations. Even for experienced users, this book will serve as a great source of reference by providing new ways of working with PostGIS through the book’s easy-to-follow approach.

This hands-on guide looks at key spatial data manipulation tasks, explaining not only how each task is performed, but also why. It provides practical guidance allowing you to safely take advantage of the advanced technology in PostGIS in order to simplify your spatial database administration tasks.

This practical book will help you take advantage of basic and advanced vector, raster, and routing approaches. You will learn to use the concepts of data maintenance, optimization, and performance, which will help you to integrate these into a large ecosystem of desktop and web tools.

With this comprehensive guide, you will be armed with all the tools and instructions you need to both manage the spatial database system and make better decisions as your project’s requirements evolve.

Book Description:

Apache Solr is one of the most popular open source search servers available on the web. However, simply setting up Apache Solr is not enough to ensure the success of your web product. To maximize efficiency, you need to use techniques to boost Solr performance in order to return relevant results faster. You need to implement robust techniques that focus on optimizing the performance of your Solr instances and also troubleshoot issues that are prone to arise while maintaining Solr.

Apache Solr High Performance is a practical guide that will help you explore and take full advantage of the robust nature of Apache Solr so as to achieve optimized Solr instances, especially in terms of performance.

You will learn everything you need to know in order to achieve a high performing Solr instance or set of instances, as well as how to troubleshoot the common problems you are prone to face while working with single or multiple Solr servers.

This book offers you an introduction by explaining the prerequisites of Apache Solr and installing it, while also integrating it with the required additional components, and gradually progresses into features that make Solr flexible enough to achieve high performance ratings in various circumstances. Moving forward, the book will cover several clear and highly practical concepts that will help you further optimize your Solr instances’ performance both on single as well as multiple servers, and learn how to troubleshoot common problems that are prone to arise while using your Solr instance. By the end of the book you will also learn how to set up, configure, and deploy ZooKeeper along with learning more about other applications of ZooKeeper.

You will also learn how to handle data in multiple server environments, searches based on specific geographical co-ordinates, different caching techniques, and various algorithms and formulae that enable better performance; and many more.

Book Description:

PostgreSQL offers a comprehensive set of replication related features, which can be used to make your database servers more robust and way more scalable. Unleashing the power of PostgreSQL provides the user with countless opportunities and a competitive advantage over other database systems. To make things more powerful, PostgreSQL can be used in conjunction with a handful of sophisticated tools serving various different needs such as queuing, logical replication, or simplified transaction log handling.

“PostgreSQL Replication” is a practical, hands-on guide to PostgreSQL replication. It will provide you with the theoretical background as well as simple examples showing you how to make replication work on your system. A broad toolchain will be presented along with mature PostgreSQL-core technology.

“PostgreSQL Replication” starts with an introduction to replication concepts as well as the physical limitations of different replication solutions. You will be guided through various techniques such as Point-In-Time-Recovery, transaction-log-based replication and you will be introduced to a set of replication-related tools. In the final chapter you will learn to scale PostgreSQL to many different servers using PL/Proxy.

You will learn how to reset PostgreSQL to a certain point in time and figure out how to replicate data in many ways. You will deal with both synchronous as well as asynchronous replication. In addition to that, the book covers important topics, such as Slony, and upgrades with virtually no downtime. We will also cover important performance-related topics to make sure your database setups will provide you with high speed AND high availability.

“PostgreSQL Replication” contains all the information you need to design and operate replicated setups. You will learn everything you need to know for your daily work and a lot more.

What you will learn from this book

  • Recover a PostgreSQL database to a certain point in time
  • Set up asynchronous and synchronous streaming replication
  • Handle transaction log files efficiently
  • Learn about Linux High Availability
  • Get to grips with Slony replication
  • Get PL/Proxy to scale infinitely
  • Understand pgpool and pgbouncer to improve speed and reliability
  • Perform fast on-the-fly backups
  • Increase reliability and throughput
  • Improve data security and geographically distribute data

Approach

This book has a chapter dedicated to each aspect of replication. The new features of PostgreSQL 9 are introduced and there are lots of practical examples and screenshots.

Big Data for Improved Health Outcomes

Book Description:

Explore the theory and practical applications of artificial intelligence (AI) and machine learning in healthcare. This book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare and big data challenges.

You’ll discover the ethical implications of healthcare data analytics and the future of AI in population and patient health optimization.   You’ll also create a machine learning model, evaluate performance and operationalize its outcomes within your organization.

Machine Learning and AI for Healthcare provides techniques on how to apply machine learning within your organization and evaluate the efficacy, suitability, and efficiency of AI applications. These are illustrated through leading case studies, including how chronic disease is being redefined through patient-led data learning and the Internet of Things.

What You’ll Learn

  • Gain a deeper understanding of key machine learning algorithms and their use and implementation within wider healthcare
  • Implement machine learning systems, such as speech recognition and enhanced deep learning/AI
  • Select learning methods/algorithms and tuning for use in healthcare
  • Recognize and prepare for the future of artificial intelligence in healthcare through best practices, feedback loops and intelligent agents
Who This Book Is For

Health care professionals interested in how machine learning can be used to develop health intelligence – with the aim of improving patient health, population health and facilitating significant care-payer cost savings.

From Novice to Professional

Book Description:

  • Written for the budding web developer searching for a powerful, low-cost solution for building flexible, dynamic web sites.
  • Essentially three books in one: provides thorough introductions to the PHP language and the MySQL database, and shows you how these two technologies can be effectively integrated to build powerful websites.
  • Provides over 500 code examples, including real-world tasks such as creating an auto-login feature, sending HTML-formatted e-mail, testing password guessability, and uploading files via a web interface.
  • Updated for MySQL 5, includes new chapters introducing triggers, stored procedures, and views.

Book Description:

* First book on the market that covers building high-performance Java applications on the Oracle database―using the latest versions of both the Oracle database (10g) and the JDBC API (3.0).

* Promotes and explains an “anti black box” approach to Oracle development complete with benchmark code) that will allow developers to write highly efficient, high performance Oracle JDBC applications.

* A new book from the prestigious OakTable Press, which Apress will be strongly promoting and supporting throughout 2004.

Book Description:

This book presents a language integrated query framework for big data. The continuous, rapid growth of data information to volumes of up to terabytes (1,024 gigabytes) or petabytes (1,048,576 gigabytes) means that the need for a system to manage and query information from large scale data sources is becoming more urgent. Currently available frameworks and methodologies are limited in terms of efficiency and querying compatibility between data sources due to the differences in information storage structures. For this research, the authors designed and programmed a framework based on the fundamentals of language integrated query to query existing data sources without the process of data restructuring. A web portal for the framework was also built to enable users to query protein data from the Protein Data Bank (PDB) and implement it on Microsoft Azure, a cloud computing environment known for its reliability, vast computing resources and cost-effectiveness.

Administrator's Pocket Consultant

Book Description:

From the author and series editor of the immensely popular ADMINISTRATOR’S POCKET CONSULTANT series from Microsoft Press®-this pocket-size guide delivers fast, accurate answers on the spot for IT professionals.

Microsoft® SQL Server® 2008 Administrator’s Pocket Consultant, 2nd Edition is the ideal concise, immediate reference you’ll want with you at all times as you deal with Microsoft® SQL Server® 2008 and SQL Server® 2008 R2 administration. Whether you handle administration for 50 users or 5000, this hands-on, fast answers guide focuses on what you need to do to get the job done quickly. With extensive easy-to-read tables, lists, and step-by-step instructions, it’s the portable, readable guide that you consistently save you time and minimize system downtime by giving you the right information right now. Get fast facts to:

  • Plan, deploy, and configure SQL Server® 2008 R2
  • Administer server and surface security, access, and network configuration
  • Import, export, transform, and replicate data
  • Use SQL Server® Management Studio for core administrative tasks
  • Manipulate schemas, tables, indexes, and views
  • Automate maintenance and implement policy-based management
  • Monitor server activity and tune performance
  • Manage log shipping and database mirroring
  • Perform backups and recovery

Book Description:

* Full coverage of SQL Server tools, from installation Query Analyzer to English Query applications.

* Shows how to integrate SQL Server into your VB applications using ADO.

* Extensive coverage of Transact-SQL, and particularly building stored procedures and calling them from VB code.

* Coverage extends right down to advanced topics like SQL Server XML and building web reports.

Manage and monitor SQL Server administration and application deployment with PowerShell

Book Description:

PowerShell for SQL Server Essentials helps us to manage and monitor server administration and application deployment. Use PowerShell along with SQL Server to perform common DBA tasks.

Starting with a basic introduction to PowerShell, the initial chapters will provide the SQL Server professional PowerShell fundamentals, covering topics such as PowerShell notations and syntax, cmdlets, pipeline, and getting help. Succeeding chapters build upon these fundamentals, and illustrate how to administer and automate SQL Server. Tasks covered throughout include profiling the SQL Server instance, performing backup and restores, invoking T-SQL scripts using PowerShell, and monitoring jobs, security, and permissions.

Packed with practical examples and numerous ready-to-use snippets, this book gets you to an intermediate level in using PowerShell for SQL Server.

Practical Solutions

Book Description:

If you have mastered the fundamentals of the PL/SQL language and are now looking for an in-depth, practical guide to solving real problems with PL/SQL stored procedures, then this is the book for you.

Book Description:

* Obtain a deep understanding of database design and modeling concepts.

* Implement a complete case study, from initial requirements gathering, right up to the point where it is up and running on SQL Server 2000.

* Design and build relational databases that will be more efficient and productive for your organization.

Tales of the Oak Table

Book Description:

* Encapsulates the knowledge and experience of some of the foremost experts in Oracle development, the vast majority of whom are also established and successful authors.

* Covers landmark software and techniques (invented by the authors) that have changed the face of Oracle development.

* A broad ranging, anecdotal and humorous title that will appeal to anyone (developers, DBAs, manager, architects etc) involved with and Oracle-based project.

* Simplified code snippets, the book provides real solutions that people can then build upon themselves.

From Novice to Professional

Book Description:

After reading this book, you’ll be able to do a whole lot more. –Dirk Schreckmann, JavaRanch Sheriff and Journal Editor

Let Beginning JSP 2 be your guide as you begin using JSP. This comprehensive guide starts by steering you through your first JSP application. It reviews HTML, and provides you with a useful overview of JSP. You’ll then be ready to start learning one of the core techniques in JSP: pulling data from a database and working with that data.

When you’ve mastered this technique, you’ll be ready to branch out powerfully into other JSP topics: variables, scope, flow control, and code reuse for productive time management. Finally, the book shows you how you can use JSP with XML and gives you a taste of some advanced topics, including using Struts and the Model View Controller.

This book’s step-by-step examples explain the techniques behind the code. The authors include realistic scenarios wherever possible to build your knowledge and confidence in JSP. After reading this book, you’ll have the knowledge and skills to enter the web development and Java development industries. All you need to begin this journey is a basic understanding of HTML and Java.