Measure, Integration & Real Analysis
This open book welcomes students into the fundamental theory of measure, integration, and real analysis. Focusing on an accessible approach, Axler lays the foundations for further study by promoting a deep understanding of key results. Content is carefully curated to suit a single course, or two-semester sequence of courses, creating a versatile entry point for graduate studies in all areas of pure and applied mathematics. Extensively class tested at multiple universities and written by an award-winning mathematical expositor, Measure, Integration & Real Analysis is an ideal resource for students at the start of their journey into graduate mathematics. A prerequisite of elementary undergraduate real analysis is assumed; students and instructors looking to reinforce these ideas will appreciate the electronic Supplement for Measure, Integration & Real Analysis that is freely available online. ...
This open book welcomes students into the fundamental theory of measure, integration, and real analysis. Focusing on an accessible approach, Axler lays the foundations for further study by promoting a deep understanding of key results. Content is carefully curated to suit a single course, or two-semester sequence of courses, creating a versatile entry point for graduate studies in all areas of pure and applied mathematics. Extensively class tested at multiple universities and written by an award-winning mathematical expositor, Measure, Integration & Real Analysis is an ideal resource for students at the start of their journey into graduate mathematics. A prerequisite of elementary undergraduate real analysis is assumed; students and instructors looking to reinforce these ideas will appreciate the electronic Supplement for Measure, Integration & Real Analysis that is freely available online. ...
The Big Book of Machine Learning Use Cases
The world of machine learning is evolving so quickly that it's challenging to find real-life use cases that are relevant to your day-to-day work. That's why we've created this comprehensive guide you can start using right away. Get everything you need - use cases, code samples and notebooks - so you can start putting the Databricks Lakehouse Platform to work today. Plus, you'll get case studies from leading companies like Comcast, Regeneron and Nationwide. Learn how to: - Use dynamic time warping and MLflow to detect sales trends series; - Perform multivariate time series forecasting with recurrent neural networks; - Access new product capabilities with demos; - Detect financial fraud at scale with decision trees and MLflow on Databricks. ...
The world of machine learning is evolving so quickly that it's challenging to find real-life use cases that are relevant to your day-to-day work. That's why we've created this comprehensive guide you can start using right away. Get everything you need - use cases, code samples and notebooks - so you can start putting the Databricks Lakehouse Platform to work today. Plus, you'll get case studies from leading companies like Comcast, Regeneron and Nationwide. Learn how to: - Use dynamic time warping and MLflow to detect sales trends series; - Perform multivariate time series forecasting with recurrent neural networks; - Access new product capabilities with demos; - Detect financial fraud at scale with decision trees and MLflow on Databricks. ...
Ansible for Real-Life Automation
Get ready to leverage the power of Ansible's wide applicability to automate and manage IT infrastructure with Ansible for Real-Life Automation. This book will guide you in setting up and managing the free and open source automation tool and remote-managed nodes in the production and dev/staging environments. Starting with its installation and deployment, you'll learn automation using simple use cases in your workplace. You'll go beyond just Linux machines to use Ansible to automate Microsoft Windows machines, network devices, and private and public cloud platforms such as VMWare, AWS, and GCP. As you progress through the chapters, you'll integrate Ansible into your DevOps workflow and deal with application container management and container platforms such as Kubernetes. This Ansible book also contains a detailed introduction to Red Hat Ansible Automation Platform to help you get up to speed with Red Hat AAP and integration with CI/CD and ITSM. What's more, you'll implement effici ...
Get ready to leverage the power of Ansible's wide applicability to automate and manage IT infrastructure with Ansible for Real-Life Automation. This book will guide you in setting up and managing the free and open source automation tool and remote-managed nodes in the production and dev/staging environments. Starting with its installation and deployment, you'll learn automation using simple use cases in your workplace. You'll go beyond just Linux machines to use Ansible to automate Microsoft Windows machines, network devices, and private and public cloud platforms such as VMWare, AWS, and GCP. As you progress through the chapters, you'll integrate Ansible into your DevOps workflow and deal with application container management and container platforms such as Kubernetes. This Ansible book also contains a detailed introduction to Red Hat Ansible Automation Platform to help you get up to speed with Red Hat AAP and integration with CI/CD and ITSM. What's more, you'll implement effici ...
Deep Learning for Natural Language Processing
Deep learning has advanced natural language processing to exciting new levels and powerful new applications! For the first time, computer systems can achieve "human" levels of summarizing, making connections, and other tasks that require comprehension and context. Deep Learning for Natural Language Processing reveals the groundbreaking techniques that make these innovations possible. Stephan Raaijmakers distills his extensive knowledge into useful best practices, real-world applications, and the inner workings of top NLP algorithms. Deep learning has transformed the field of natural language processing. Neural networks recognize not just words and phrases, but also patterns. Models infer meaning from context, and determine emotional tone. Powerful deep learning-based NLP models open up a goldmine of potential uses. Deep Learning for Natural Language Processing teaches you how to create advanced NLP applications using Python and the Keras deep learning library. You'll learn to use ...
Deep learning has advanced natural language processing to exciting new levels and powerful new applications! For the first time, computer systems can achieve "human" levels of summarizing, making connections, and other tasks that require comprehension and context. Deep Learning for Natural Language Processing reveals the groundbreaking techniques that make these innovations possible. Stephan Raaijmakers distills his extensive knowledge into useful best practices, real-world applications, and the inner workings of top NLP algorithms. Deep learning has transformed the field of natural language processing. Neural networks recognize not just words and phrases, but also patterns. Models infer meaning from context, and determine emotional tone. Powerful deep learning-based NLP models open up a goldmine of potential uses. Deep Learning for Natural Language Processing teaches you how to create advanced NLP applications using Python and the Keras deep learning library. You'll learn to use ...
Testing Web APIs
Testing Web APIs teaches you to plan and implement the perfect testing strategy for your web APIs. In it, you'll explore dozens of different testing activities to help you develop a custom testing regime for your projects. This practical book demystifies abstract strategic concepts by applying them to common API testing scenarios, revealing how these complex ideas work in the real world. You'll learn to take a risk-driven approach to API testing, and build a strategy that goes beyond the basics of code and requirements coverage. Your whole team will soon be involved in ensuring quality! Web APIs are the public face of your application, and they need to be perfect. Implementing an automated testing program is the best way to ensure that your web APIs are production ready. Testing Web APIs is a unique and practical guide, from the initial design of your testing suite through techniques for documentation, implementation, and delivery of consistently excellent APIs. You'll see a wide ...
Testing Web APIs teaches you to plan and implement the perfect testing strategy for your web APIs. In it, you'll explore dozens of different testing activities to help you develop a custom testing regime for your projects. This practical book demystifies abstract strategic concepts by applying them to common API testing scenarios, revealing how these complex ideas work in the real world. You'll learn to take a risk-driven approach to API testing, and build a strategy that goes beyond the basics of code and requirements coverage. Your whole team will soon be involved in ensuring quality! Web APIs are the public face of your application, and they need to be perfect. Implementing an automated testing program is the best way to ensure that your web APIs are production ready. Testing Web APIs is a unique and practical guide, from the initial design of your testing suite through techniques for documentation, implementation, and delivery of consistently excellent APIs. You'll see a wide ...
Release It!
Whether it's in Java, .NET, or Ruby on Rails, getting your application ready to ship is only half the battle. Did you design your system to survive a sudden rush of visitors from Digg or Slashdot? Or an influx of real world customers from 100 different countries? Are you ready for a world filled with flakey networks, tangled databases, and impatient users? If you are a developer and don't want to be on call at 3AM for the rest of your life, this book will help you. ...
Whether it's in Java, .NET, or Ruby on Rails, getting your application ready to ship is only half the battle. Did you design your system to survive a sudden rush of visitors from Digg or Slashdot? Or an influx of real world customers from 100 different countries? Are you ready for a world filled with flakey networks, tangled databases, and impatient users? If you are a developer and don't want to be on call at 3AM for the rest of your life, this book will help you. ...
Ship It!
Many software projects run into trouble, and many never ship at all. Others run like well-oiled machines. This book shows you the basics of how to get your project well on the road to success. Ship It! bucks current fashion trends and marketing hype; instead, you'll find page after page of solid advice, all tried and tested in the real world: a collection of tips that show you what tools a successful team has to use, and how to use them well. You'll get quick, easy-to-follow advice on modern techniques and when they should be applied. ...
Many software projects run into trouble, and many never ship at all. Others run like well-oiled machines. This book shows you the basics of how to get your project well on the road to success. Ship It! bucks current fashion trends and marketing hype; instead, you'll find page after page of solid advice, all tried and tested in the real world: a collection of tips that show you what tools a successful team has to use, and how to use them well. You'll get quick, easy-to-follow advice on modern techniques and when they should be applied. ...
Microsoft SharePoint 2007 for Office 2007 Users
Aimed at end users who face the daunting task of mastering MOSS 2007 in the enterprise business environment, this book shows you how to make effective use of what can be a confusing array of features. You?ll review how SharePoint is central to the Microsoft Office platform because organizations use it to organize workflow, integrate Office documents with line of business applications, provide search capabilities across all types of documents and data, and distribute these tools internally and externally on Web sites for end users. Plus, the book offers you well-designed examples and explanations that can be easily applied in real-world situations. ...
Aimed at end users who face the daunting task of mastering MOSS 2007 in the enterprise business environment, this book shows you how to make effective use of what can be a confusing array of features. You?ll review how SharePoint is central to the Microsoft Office platform because organizations use it to organize workflow, integrate Office documents with line of business applications, provide search capabilities across all types of documents and data, and distribute these tools internally and externally on Web sites for end users. Plus, the book offers you well-designed examples and explanations that can be easily applied in real-world situations. ...
PHP: The Good Parts
Get past all the hype about PHP and dig into the real power of this language. This book explores the most useful features of PHP and how they can speed up the web development process, and explains why the most commonly used PHP elements are often misused or misapplied. You'll learn which parts add strength to object-oriented programming, and how to use certain features to integrate your application with databases. Written by a longtime member of the PHP community, PHP: The Good Parts is ideal for new PHP programmers, as well as web developers switching from other languages. Become familiar with PHP's basic syntax, variables, and datatypes; Learn how to integrate the language with web pages; Understand how to use strings, arrays, and PHP's built-in functions; Discover the advantages of using PHP as an object-oriented language; Explore how PHP interacts with databases, such as SQLite and MySQL; Learn input and output-handling best practices to prevent security breaches. ...
Get past all the hype about PHP and dig into the real power of this language. This book explores the most useful features of PHP and how they can speed up the web development process, and explains why the most commonly used PHP elements are often misused or misapplied. You'll learn which parts add strength to object-oriented programming, and how to use certain features to integrate your application with databases. Written by a longtime member of the PHP community, PHP: The Good Parts is ideal for new PHP programmers, as well as web developers switching from other languages. Become familiar with PHP's basic syntax, variables, and datatypes; Learn how to integrate the language with web pages; Understand how to use strings, arrays, and PHP's built-in functions; Discover the advantages of using PHP as an object-oriented language; Explore how PHP interacts with databases, such as SQLite and MySQL; Learn input and output-handling best practices to prevent security breaches. ...
Access 2010: The Missing Manual
Access may be a complex and intimidating Office application, but you'll tame it quickly with this book. You'll learn how to design complete databases, maintain them, search for valuable nuggets of information, and build attractive forms for quick-and-easy data entry in no time. You'll even delve into the black art of Access programming by learning valuable tricks and techniques to automate common tasks -- even if you've never touched a line of code before. ...
Access may be a complex and intimidating Office application, but you'll tame it quickly with this book. You'll learn how to design complete databases, maintain them, search for valuable nuggets of information, and build attractive forms for quick-and-easy data entry in no time. You'll even delve into the black art of Access programming by learning valuable tricks and techniques to automate common tasks -- even if you've never touched a line of code before. ...