Introduction to opencv

Introduction OpenCV is an open source computer vision library. It includes several hundreds of computer vision algorithms. The OpenCV 2.x API, which is essentially a C++ API, as opposite to the…

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Elastic Net Regression

Overview of Elastic Net Regression Introduction Applications of Elastic Net Regression. Mathematics for Elastic Net Regression. Algorithm for Elastic Net Regression. Implement an Elastic Net Regression model with sci-kit learn. Summary Introduction Applications…

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I/O with numpy

In this last blog of the series of numpy, we will see how to store numpy arrays in a file and reloading it. Numpy has certain functions like load, save…

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Web Parsing

For this blog, I created one sample HTML file to scrap and will follow that throughout this blog of web scraping. For this, we will use Beautiful Soup, request package…

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Stepwise Regression

Overview of Stepwise Regression Introduction Applications of Stepwise Regression. Mathematics for Stepwise Regression. Algorithm for Stepwise Regression. Implement a Stepwise Regression model with sci-kit learn. Summary   Introduction Applications of…

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Logistic Regression

Overview of Logistic Regression Introduction Applications of Logistic Regression. Mathematics for Logistic Regression. Algorithm for Logistic Regression. Implement a Logistic regression model with sci-kit learn. Summary 1. Introduction Whenever we…

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Linear Regression

Overview of Linear Regression Introduction Applications of Linear Regression. Mathematics for Linear Regression. Algorithm for Linear Regression Implement a linear regression model with sci-kit learn. Summary 1. Introduction Linear regression…

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