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HUM AI

SA Sai Bhargav Rallapalli · GoPenAI

Ensemble Learning: Bagging & Random Forest — A Complete Guide

From zero to hero with simple analogies, code, and visuals

Jun 19, 2026 · 5 min read · 6 claps paywalled #ensemble-learning #bagging #random-forest

Ensemble Learning: Bagging & Random Forest — A Complete Guide

HUM AI SPT TCH

SA Sai Bhargav Rallapalli · Towards AI

The Algorithm That’s Dumb by Name but Smart by Nature: Naive Bayes

A no-nonsense guide to understanding one of the most battle-tested ML algorithms out there

Jun 17, 2026 · 6 min read · 1 claps paywalled #algorithms #naive-bayes #boosting

The Algorithm That’s Dumb by Name but Smart by Nature: Naive Bayes

HUM AI SOC SCI TCH

PA Pallabi S Roy

Machine Learning With Manya: The Parallel Lego Squads and the Magic Voting Box

How to build a super-sturdy toy kingdom using sharing games, a blindfold trick, and a loud classroom vote.

May 30, 2026 · 5 min read · 11 claps #random-forest #machine-learning #ensemble-learning

Machine Learning With Manya: The Parallel Lego Squads and the Magic Voting Box

HUM AI SCI

DR Dr. Nitish Sagar

Why Bagging Reduces Variance — A Mathematical Intuition

In machine learning, one of the most important as well as popular techniques is Ensemble Method. What I am writing today is not a new…

Apr 10, 2026 · 4 min read · 0 claps #ensemble-method #bagging #overfitting-underfitting

HUM AI TCH

NA Naethreepremnath

From Weak Learners to Strong Predictors : Ensemble Learning for Regression

In machine learning, a single model rarely performs best for every situation. Different algorithms have their own strengths and weaknesses…

Oct 28, 2025 · 4 min read · 0 claps #ensemble #machine-learning #regression

ECO HUM AI TCH

DE Debasish Dutta

Machine Learning Lesson 12: Ensemble Models

Definition:

Jul 18, 2025 · 10 min read · 11 claps #boosting #bagging #xgboost

Machine Learning Lesson 12: Ensemble Models

HUM AI TCH SCI

HR Hrishikesh Rele

Bagging vs. Boosting: The Showdown of Ensemble Techniques

Setting the Stage: What Are Ensemble Techniques?

Dec 15, 2024 · 5 min read · 184 claps #bagging #boosting #ensemble-learning

Bagging vs. Boosting: The Showdown of Ensemble Techniques

LIF AI

BI Biman Chakraborty

Classification of Wines (Red or White) using Tree Based Methods

We have used this data set earlier in the story Classification of Red and White Wines using Logistic Regression and LDA.

Apr 14, 2023 · 7 min read · 1 claps #decision-tree #random-forest #bagging