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Perfect way to build a Predictive Model in less than 10 minutes
Learn how to build a predictive model. This article teaches ways to build predictive models by saving time during data modeling, data treatment analysis.
Tavish Srivastava 26 Jun, 2020
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Learn Gradient Boosting Algorithm for better predictions (with codes in R)
Gradient boosting is used for improving prediction accuracy. This tutorial explains the concept of gradient boosting algorithm in r with examples.
Tavish Srivastava 26 Jun, 2020
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Tuning the parameters of your Random Forest model
Learn why tuning machine learning algorithms is essential, explore Random Forests, their parameters and case studies for implementation.
Tavish Srivastava 02 May, 2025
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k-Fold Cross Validation made simple
This article introduces the science behind k-fold cross validation & its use in simple terms and explains its implementation in Python
Tavish Srivastava 16 Sep, 2015
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Getting smart with Machine Learning – AdaBoost and Gradient Boost
Boosting is a powerful tool in machine learning. Learn the commonly used boosting algorithms Ada Boost, Gradient Boost, Gentle Boost, Brown boost.
Tavish Srivastava 29 Oct, 2024
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Scikit-learn(sklearn) in Python – the most important Machine Learning tool I learnt last year!
Scikit-learn is a powerful Python library for machine learning & predictive modeling. This scikit learn tutorial gives an overview of scikit learn in python
Kunal Jain 29 Oct, 2024 -
The “caret” Package – One stop solution for building predictive models in R
Caret package in R provides the tools for building predictive models in R. In this tutorial learn the basics of the Caret package using a dataset in R.
Guest Blog 25 Jun, 2020
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Support Vector Machine – Simplified
Support vector machines are very effective. This article explains about the svm classification algorithm, its working and its uses.
Tavish Srivastava 14 Dec, 2022
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Comparing a Random Forest to a CART model (Part 2)
Confused between the choices of classification model, i.e random forest or cart model. This article lays out a framework to make this choice.
Tavish Srivastava 17 Apr, 2015 -
Comparing a CART model to Random Forest (Part 1)
This article brings out the differences in widely used CART and random forest model using simple case study and example.
Tavish Srivastava 17 Apr, 2015
