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Data Science

Introduction to Kernal PCA with Python

February 21, 2021 by cmdlinetips

Linear Problem vs Non-Linear Problem

Principal Component Analysis is one of the bread and butter dimensionality reduction methods for unsupervised learning. One of the assumptions of PCA is that the data is linearly separable. Kernal PCA, is a variant of PCA that can handle non-linear data and make it linearly separable. If you wonder what is linearly separable, Python Machine […]

Filed Under: Data Science, Python, Python Tips Tagged With: Kernal PCA in Python, Python

Data Science with R and Python- A Round Up: February 2020

February 29, 2020 by cmdlinetips

We are back with February 2020’s “Data Science with R and Python Round Up”. The new year resolution is that to continue the monthly round up compiling compile interesting news, Python, R blog posts on anything related to learning, data, data science, ML and AI. It just hopes to offer one more chance catch up […]

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Data Science with R and Python- A Round Up: January 2020

January 30, 2020 by cmdlinetips

Here you go with the first post for the year on “Data Science with R and Python Round Up”. The new year resolution is that to continue the monthly round up. This roundup is an attempt to compile interesting news, Python, R blog posts on anything related to data, data science, ML and AI. Hopefully […]

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Data Science with R and Python- A Round Up: December 2019

December 30, 2019 by cmdlinetips

One of the good things of being active in twitter is that you get exposed to interesting content. The bad thing about it is that you retweet with the goal of finding it later and read it. However, you never find it or read it afterwards. So, here is a new attempt to catch up […]

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31 Days of #rstats Resources Advent

December 26, 2019 by cmdlinetips

R community is amazing with sharing excellent learning resources for free. And it seems never ending!. If you are like me, you might have missed a lot of “#rstats resource advent” daily tweets containing fantastic R resources from RStudio’s Mara Averick (@dataandme). Not to worry, you have all the #rstats resource advent tweets from Day […]

Filed Under: Data Science Books, Data Science Resources, R Tips Tagged With: R Tips

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