How K-Means work | AI ML tutorials by a Data Scientist | Thinking Neuron

Thinking Neuron · Beginner ·📐 ML Fundamentals ·4y ago

Skills: Unsupervised Learning53%

About this lesson

https://thinkingneuron.com/data-science-interview-questions-for-it-industry-part-4-unsupervised-ml/#k-means K-Means Algorithm is a simple yet powerful Unsupervised machine learning algorithm. It is used to find groups/clusters of similar rows in data. The working of K-Means is simple. Pass the data, tell how many clusters you want and K-Means will assign a group to every row in data.

Original Description

https://thinkingneuron.com/data-science-interview-questions-for-it-industry-part-4-unsupervised-ml/#k-means K-Means Algorithm is a simple yet powerful Unsupervised machine learning algorithm. It is used to find groups/clusters of similar rows in data. The working of K-Means is simple. Pass the data, tell how many clusters you want and K-Means will assign a group to every row in data.

Watch on YouTube ↗ (saves to browser)

Sign in to unlock AI tutor explanation · ⚡30

More on: Unsupervised Learning

View skill →

How to implement K-Means from scratch with Python

How to implement K-Means from scratch with Python

K-Means Clustering - The Math of Intelligence (Week 3)

K-Means Clustering - The Math of Intelligence (Week 3)

Mean Shift with Titanic Dataset - Practical Machine Learning Tutorial with Python p.40

Mean Shift with Titanic Dataset - Practical Machine Learning Tutorial with Python p.40

Self-/Unsupervised GNN Training

Self-/Unsupervised GNN Training

Statistical Learning: 12.R.3 Hierarchical Clustering

Statistical Learning: 12.R.3 Hierarchical Clustering

Stanford Online

Clustering with DBSCAN, Clearly Explained!!!

Clustering with DBSCAN, Clearly Explained!!!

StatQuest with Josh Starmer

Related Reads

The End of XGBoost? No. The End of Three Weeks of Tuning.

Learn how Google's TabFM predicts on tabular data with zero training, potentially reducing the need for extensive XGBoost tuning

Medium · Data Science

The Day the Machine Met a Stranger

Discover how machine learning can be applied to understand new, unseen data, just like meeting a stranger for the first time.

Medium · Machine Learning

Decoding the Link Between Pretraining and Reinforcement Learning

Discover how pretraining and reinforcement learning are connected, and why this matters for AI development

Dev.to · Pneumetron

Learning the Loop — #101 | What Is Machine Learning, Really?

Understand the fundamentals of machine learning and its core concepts

SQLite3 Tutorial - Learn SQL for Python in 17 Minutes