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The Composite Client Application Guidance is intended to make it easier to design and build modular WPF and Silverlight client apps with rich user interfaces and loosely coupled, independently evolveable, UI pieces.

dbscript is a web development framework, it helps php programmers take advantage of efficient design patterns and idioms from other dynamic languages and frameworks. for example, the Mapper and Route classes work together to map actions and records to distinct urls. among the many advantages of routes are the automatic named routes: url_for( resource ). restful urls, http-style controllers, atompub/html introspection documents and content-negotiation are among the sophisticated features of this programmer-centric development tool. the framework is a database abstraction layer, with built-in adapters for PostgreSQL and MySQL.

ASP.NET MVC provides model-view-controller (MVC) support to the existing ASP.NET 3.5 runtime, which enables developers to more easily take advantage of this design pattern. Benefits include the ability to achieve and maintain a clear separation of concerns, as well as facilitate test driven development (TDD).

PureMVC is a lightweight framework for creating applications based upon the classic Model, View and Controller concept. Based upon proven design patterns, this free, open source framework which was originally implemented in the ActionScript 3 language for use with Adobe Flex, Flash and AIR, is now being ported to all major development platforms.

A good listing of "test patterns" to classify test cases

* HTTP `Location: ...´ header to redirect ; known as the Post/Redirect/Get design pattern. * Nonces (Number used only once) included in the page as a hidden form field (client-side) ; and server-side: Either stored in the user-session or in the database as the primary key (or at least a unique field) of the table you insert into. * Disable the submit button (drawbacks for the user). * md5 hash on the content of the submitted data.

Excerpt: "Data mining is the process of extracting hidden patterns from data. As more data is gathered data mining is becoming an increasingly important tool to transform this data into information. It is commonly used in a wide range of profiling practices, such as marketing, surveillance, fraud detection and scientific discovery."

The bottom line is that with Gibraltar you go from just logging on the user's computer to sending those logs via a web-service (or email), to reporting on errors and usage to graphing usage patterns, performance trends and feature use... Get real insight into what happens when your customers meet your code.

« While much attention has been focused on high-level software architectural patterns, what is, in effect, the de-facto standard software architecture is seldom discussed. This paper examines this most frequently deployed of software architectures: the BIG BALL OF MUD. A BIG BALL OF MUD is a casually, even haphazardly, structured system. Its organization, if one can call it that, is dictated more by expediency than design. Yet, its enduring popularity cannot merely be indicative of a general disregard for architecture. »

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The technology analyzes and processes data to find out patterns that can automatically detect if there is some strange behavior or activity. To know more about how ML and AI works, read this complete article. On the contrary, if you want to develop an ML-based app or software that can help you improve your fraud detection system, then hire ML/AI developer or reach out to a reliable ML company.

AI can help a designer to forecast upcoming trends and record patterns that can help in designing new styles. Top retailers such as Walmart and Amazon, with their own clothing brands, are leveraging machine learning to find out the future fashion trends.