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Building a Logistic Regression model from scratch
This article describes the basics of Logistic regression, the mathematics behind the logistic regression & how to build a logistic regression model in R.
Tavish Srivastava 26 Jun, 2020
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Hacks to perform faster Text Mining in R
This article shares the top 4 algorithms used to boost up text mining process using R which includes keyword match, word match, word association
Tavish Srivastava 11 Dec, 2015
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Running scalable Data Science on Cloud with R & Python
With increasing data and need for data science, running R and Python on cloud has become a necessity. This article discusses options to do so.
Kunal Jain 11 Dec, 2015
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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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Cheatsheet – Python & R codes for common Machine Learning Algorithms
Python and R cheat sheets for machine learning algorithms. It contains codes on data science topics, decision trees, random forest, gradient boost, k means.
Analytics Vidhya 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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My recommendations – SlideShare Presentations on Data Science
This article has the best presentations on slideshare in data science, machine learning, deep learning, neural network and data science.
Kunal Jain 11 Dec, 2015
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Powerful Guide to learn Random Forest (with codes in R & Python)
This article explains using Random Forest, machine learning algorithm in Python and R using a practice problem. and the algorithm behind it
Sunil Ray 26 Aug, 2021
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Learn to use Forward Selection Techniques for Ensemble Modeling
This article explains the use of forward selection techniques in ensemble modeling using R programming with a careful attempt to avoid overfitting
Tavish Srivastava 26 Jun, 2020
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R-analyst Cheat sheet: Data Visualization in R
Cheat sheet for creating data visualizations in R - Histogram, Bar Chart, Line chart, box plot, scatter plot, mosaic plot, heat map, correlogram
Sunil Ray 01 Aug, 2024
