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“…What You Will Learn Understand the intuition behind anomalies Convert your intuition into technical descriptions of anomalous data Detect anomalies using statistical tools, such as distributions, variance and standard deviation, robust statistics, and interquartile range Apply state-of-the-art anomaly detection techniques in the realms of clustering and time series analysis Work with common Python packages for outlier detection and time series analysis, such as scikit-learn, PyOD, and tslearn Develop a project from the ground up which finds anomalies in data, starting with simple arrays of numeric data and expanding to include multivariate inputs and even time series data Who This Book Is For For software developers with at least some familiarity with the Python programming language, and who would like to understand the science and some of the statistics behind anomaly detection techniques. …”

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“…Unlock the power of APIs with expert guidance and techniques for successfully creating, testing, and maintaining products that align with customers and stand out in the market Key Features Understand the complete API product lifecycle, from planning to implementation, release, and maintenance Design and support API products that distinguish themselves on the market by meeting user needs Implement actionable techniques for developing, testing, and securing a successful API product Purchase of the print or Kindle book includes a free PDF eBook Book Description The exponential increase in the number of APIs is evidence of their widespread adoption by companies seeking to deliver value to users across diverse industries, making the art of building successful APIs an invaluable skill for anyone involved in product development. …”

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“…Use CAML, SharePoint’s XML-based language for defining content, manipulating searches, and more Work with the SharePoint Object Model Build reusable packages for easy deployment to SharePoint server farms Program SharePoint webs, sites, document libraries, and files Leverage SharePoint 2007’s improved lists and new list events Manipulate and query meetings and Meeting Workspaces Integrate external business data into SharePoint applications Construct business workflows for enterprise content management and other applications Program ASP.NET-based SharePoint Web Parts, from the basics to state-of-the-art techniques Create Web Parts that can provide and consume data through connections Use SharePoint 2007’s built-in Web services for managing document and Meeting Workspaces, imaging, and lists Centralize spreadsheet storage and management with Excel Services Manage user profiles and enhance application security Debug and deploy SharePoint 2007 applications Work with Records Repositories and metadata Introduction 1 1 Collaborative Application Markup Language (CAML) Primer 5 Part I Programming with the SharePoint Object Model 2 Introduction to the SharePoint Object Model 15 3 Programming with Features and Solutions 25 4 Working with Sites and Webs 35 5 Managing SharePoint Lists 47 6 Advanced List Management 59 7 Handling List Events 69 8 Working with Document Libraries and Files 83 9 Working with Meetings..…”