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Angular 2 AoT compilation with Webpack

Originally posted on Encoded Labs:
In this article I am going to explain how to enable Angular 2 Ahead-of-Time (AoT) template compilation with Webpack 2, using the @ngtools/webpack loader. Ahead-of-Time (AoT, also called “offline”) template compilation results in smaller application code size and faster initial rendering compared to Just-in-Time (JiT, also called “dynamic”) template compilation. If you’d…

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What are some of the scenarios where you would use or are using Machine Learning for your C# application?

What are some of the scenarios where you would use or are using Machine Learning for your C… by Mustafa Qamar-ud-Din Answer by Mustafa Qamar-ud-Din: Optical Character Recognition is a common application in commercial software applications these days with many more possibilities. What are some of the scenarios where you would use or are using… Continue reading What are some of the scenarios where you would use or are using Machine Learning for your C# application?

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When we increase the amount of training data in the KNN algorithm, why does the error rate reduce?

When we increase the amount of training data in the KNN algorithm, why does the error rate … by Mustafa Qamar-ud-Din Answer by Mustafa Qamar-ud-Din: This is true not only for KNN, but for all machine learning algorithms. It’s believed that the algorithm who has more data wins. Simply put, when you provide more data… Continue reading When we increase the amount of training data in the KNN algorithm, why does the error rate reduce?