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Understanding basics of Recommendation Engines (with case study)
Recommendation engines also termed as recommendation systems. In this article learn about the basics and most common types of recommendation systems.
Shivam Bansal 26 Jun, 2020
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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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5 Easy questions on Ensemble Modeling everyone should know
This article highlights the 5 commonly asked questions on ensemble modeling which includes Bagging, Boosting, Staffing, use in machine learning
Sunil Ray 24 Jun, 2022
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Build a Predictive Model in 10 Minutes (using Python)
A framework to quickly build a predictive model using python in under 10 minutes & create a benchmark solution for data science competitions.
Sunil Ray 01 May, 2025
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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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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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Finding Optimal Weights of Ensemble Learner using Neural Network
This article explains the method to find optimal weight in ensemble model using a traditional approach and neural network implementation.
Tavish Srivastava 26 Jun, 2020
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List of Machine Learning Certifications and Best Data Science Bootcamps
List of best machine learning certifications and best data science bootcamps in the USA. This article explains the best free resources on machine learning.
Analytics Vidhya 07 Nov, 2024
