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Bias-variance trade-off In Machine Learning, the errors made by your model is the sum of three kinds of errors — error due to bias in your model, error due to model variance and finally error that is irreducible. The following equation summarizes the sources of errors. Total Error = Bias + Variance + Irreducible Error Even if you had a perfec...

Why SublimeText and Linux? You want SublimeText because you do not want to wait around for laggy code-complete windows, random 2 second hitches or dealing with poor performance due to a buggy editor. Sublime opens in less than a second, it feels nearly instant. It is the fastest text editor that you can use for writing code. It opens almost imme...

Your own blog can help you to develop your personal brand. You can easily use github.io pages to setup a free blog. Setup on server First you need an github account. If you dont have, go to github and create one and log in with your account. For a ready-made blog setup, choose from existing jekyll themes. Fork the th...

If the size of the Anaconda gives you a headache then you may use WinPython distribution which requires less space. After installing some of the ml libraries the installation size of Anaconda goes up to 12GB while WinPython takes only around 3GB. WinPython provides a way to the portable installation as well. A portable setup has some advantages....

Unfortunately OpenCV doesn’t come with prebuilt mingw/TDM (64 bit) binaries for windows. In this tutorial, we are going to build them ourselves. Environment setup Download the source of OpenCV 3.2. Create the following folders: C:\opencv\source C:\opencv\build Extract the zipped opencv to C:\opencv\sour...