Under The Mango Tree

Home

English Learning Python Algorithms Machine Learning Deep Learning & AI Soft Skills AI Tools

Job Portal Projects Hackathons Team

Home

English Learning Python Algorithms Machine Learning Deep Learning & AI Soft Skills

Job Portal Team

Data Science & Machine Learning

Before starting to learn ML, make sure you have a good hold of Python Programming and Data Handling using Python.

Overview Part 1 Overview Part 2

Random Variables and Probability Distributions Part 1

Expectation, Moments and CLT Part 1

Bayes' Theorem Part 1

Naïve Bayes, Gaussian Naive Bayes, Bayes' Optimal Classifier Part 1

Regression vs Classification Part 1

Bayesian Parameter Estimation Part 1

Maximum Likelihood Estimation Part 1

Maximum A Posteriori Estimation Part 1

Gradient Descent & Regularisation Part 1

Linear Regression: Normal Equation & Regularisation Part 1 Linear Regression: Normal Equation & Regularisation Part 2

Logistic Regression Concepts Part 1

Logistic Regression: Multiclass Classification Part 1

SVM with Linear Kernel Part 1

SVM: Slack Variables and Nonlinear Kernels Part 1

Decision Trees Part 1

Random Forest + Comparison Part 1

Artificial Neural Networks : Introduction Part 1

Artificial Neural Networks : Backpropagation Part 1

ANN: Activation, Loss & Optimization Part 1

Solving ODEs using ANN Part 1

Deep Learning Intro Part 1

Generative Vs. Discriminative Models Part 1

Probabilistic Graphical Models Part 1

Expectation Maximization Part 1

K-Means clustering Part 1

Gaussian Mixture Models Part 1

PCA Part 1

PCA Part 2

Reinforcement Learning Part 1

Big data technologies Part 1

Emerging Issues Part 1

Gaussian Mixture Models Part 1

Previous Next Lesson

What You Will Learn

Gaussian Mixture Models

Content Covered

Covers Gaussian Mixture Models.

Resources

Brilliant GMM Explained
Sklearn GMM
Analytics Vidhya GMM Clustering

Under The Mango Tree

Empowering students through quality education and career opportunities in a supportive, university-style environment.

Quick Links

Home
Learning Hub
Job Portal
Projects
Hackathons
Our Team

Learning Resources

English Learning
Python Programming
Algorithms
Machine Learning
Deep Learning & AI
Soft Skills
AI Tools

Contact Us

Bhopal, Madhya Pradesh.
info@pythonpal.org
+91 9891262133

© 2025 Under The Mango Tree. All rights reserved.