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Recently, I was doing a project with relatively high volume of data. Which made me curious about the possibility of using Spark to process data in a distributed setup. Accordingly, I decided to setup Spark and get my hands dirty with PySpark (python interface for Spark). In this post, I will delve into the steps…
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In the previous post, we have walked through the process of fitting a straight line or a polynomial line using linear regression on continues data. But, what if the output we are trying to predict is a discrete value. For example what if we are supposed to model a logical AND gate?! In this case the…
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During the past few weeks I was working on a project to detect an object from two or more cameras mounted in different perspectives. The initial intuitive idea is to save images with a timestamp and then match the images with a time interval of less than a defined threshold. Accordingly, I have written a…
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I have decided to start a series of blog posts to build common machine learning algorithms from scratch inorder to clarify these methods for myself and make sure I deeply understand the mechanics behind each of them.