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10 Machine Learning Algorithms Explained to an ‘Army Soldier’
Machine learning algorithms explained to a soldier in simple terms including supervised, unsupervised, reinforcement methods with examples
Analytics Vidhya 23 Jul, 2018
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Introduction to Boosting Algorithms in Machine Learning
A quick guide to boosting algorithms in machine learning to boost accuracy of predictive models with Adaboost, gradient and xgboost. Read Now!
Sunil Ray 27 Nov, 2024
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Simple Guide to Logistic Regression in R and Python
An introduction to Logistic Regression in R. Logistic Regression is used in binary classification and uses the logit or sigmoid function.Read Now!
Analytics Vidhya 14 Oct, 2024
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5 Questions which can teach you Multiple Regression (with R and Python)
A guide for beginners to learn machine learning using linear and multiple regression. This article explains questions on multiple regression in R & Python.
Sunil Ray 29 Oct, 2024
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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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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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Best way to learn kNN Algorithm using R Programming
Knn algorithm is a supervised machine learning algorithm. In this article learn the concept of kNN in R and knn algorithm examples with case study.
Guest Blog 26 Jun, 2020
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Beginners Guide to Content Based Recommender Systems
Explore content based recommender systems, their workings, applications, and limitations. Learn to build a recommender system step-by-step!
Shuvayan 23 Dec, 2024
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Basics of Ensemble Learning Explained in Simple English
A tutorial to learn about the basics of ensemble learning and various ensemble learning techniques to improvise stability and predictive power of the model.
Tavish Srivastava 29 Oct, 2024
