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Have you heard of the Kernel Perceptron?

Filed under: Articles, Artificial Intelligence — Leave a comment 🤔 What is it?The Kernel Perceptron is a variant of the perceptron algorithm used in machine learning. It uses a kernel function to map the input data from its original feature space to a higher-dimensional feature space.

Have you heard of k-Nearest Neighbors (k-NN) algorithm?

Filed under: Articles, Artificial Intelligence — Leave a comment 🤔 What is it?The k-NN algorithm is a widely-used supervised learning technique that can handle classification and regression tasks. It is an instance-based learning method, which means that it stores the training instances and uses them at prediction time to make decisions.

Are you familiar with Autoencoders in AI?

Filed under: Articles, Artificial Intelligence — Leave a comment 🧐 As a Machine Learning Engineer, I find autoencoders to be a valuable tool for dimensionality reduction and feature learning.📉 The autoencoder is an unsupervised learning technique that can help you reduce the dimensionality of your data by mapping it to a lower-dimensional representation.

How to create an abstract syntax tree while parsing an input stream.?

Filed under: Articles, Compilers & Interpreters — Leave a comment May 25, 2014 In this article I’ll show you how you can create the abstract syntax tree (AST) of an input stream while parsing it. A parser usually reads various tokens from its input by using a lexer as a helper coroutine and tries to match various grammar rules that specify the syntax of a language (the source language).

How to transform XML into HTML5 using XSLT.?

Filed under: Articles, Internet Applications — Leave a comment June 3, 2013 In this article I’ll show you how you can make an XML to HTML5 transformation by using the XSLT language.