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Data Science Group, IITR
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ML Algorithms.
Algos! Algos everywhere!
Algos! Algos everywhere!
“An apple a day keeps the doctor away” dates back to 19th century. It’s 21st century already, and time to move on!
Akhil Gupta
Mar 18, 2017
Regularization. Clarified.
Regularization. Clarified.
The end is near. No, not the world, but the 12A12D series. After Linear Regression, it’s time to add more DS flavour.
Utkarsh Gupta
Apr 2, 2017
Logistic Regression. Simplified.
Logistic Regression. Simplified.
After the basics of Regression, it’s time for basics of Classification. And, what can be easier than Logistic Regression!
Apoorva Agrawal
Mar 31, 2017
Linear Regression. Back to Basics.
Linear Regression. Back to Basics.
You have been waiting for this since Day 1, ain’t it? Because we like it unconventional, we saved it for the last. Next 2 days also cover…
Sanchit Minocha
Mar 30, 2017
Naive Bayes. Unfolded.
Naive Bayes. Unfolded.
A few days back, when I told my friend that having no girlfriend in college and having no girlfriend in school are two independent events…
Yash Sharma
Mar 30, 2017
Association Rule Mining. Deciphered.
Association Rule Mining. Deciphered.
In our 12A12D series, we are trying to be as diverse as possible. I can bet that 90% of you are unaware of ARM Techniques, even though they…
Mahika Bansal
Mar 28, 2017
Clustering. Described.
Clustering. Described.
After Supervised Learning algorithms, it’s time to have a look at the most popular Unsupervised method. Here, we present to you …
Akhil Gupta
Mar 27, 2017
Dimensionality Reduction. Untangled.
Dimensionality Reduction. Untangled.
As the 12A12D series is progressing, there are some miscellaneous topics to be covered. One of them is Dimensionality Reduction, or simply…
Akhil Gupta
Mar 26, 2017
Support Vector Machines. Unwinded.
Support Vector Machines. Unwinded.
After completing 4 Algos of our 12 Algos in 12 Days series, here is one of the most popular and most talked about Algorithm since its…
Ajay Unagar
Mar 25, 2017
Boosting. Decrypted.
Boosting. Decrypted.
I know it’s getting arduous to catch up with out daily posts, but it’s just meant to be this. 12 Algos in 12 days. Here, we unbox one of…
Manjeet Singh
Mar 22, 2017
Bagging. Unraveled.
Bagging. Unraveled.
In our previous post on Decision Trees, we introduced the world of Tree-Based Modeling to you. Here, we extend that to explain a new…
Sanju Prabhath Reddy
Mar 22, 2017
Decision Trees. Decoded.
Decision Trees. Decoded.
It’s time to give the Algorithm series, an informative start. Here, we start with one of the most famous category i.e. Tree Based Models…
Akhil Gupta
Mar 21, 2017
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