Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Hands on Machine Learning - Unsupervised Learning

Shashank Kalanithi via YouTube

Overview

Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
This course provides an overview of unsupervised learning based on Chapter 9 of Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow. It covers data preprocessing, clustering evaluation, image segmentation, dimensionality reduction, semi-supervised learning, PCA, and Gaussian mixture models.

Syllabus

Introduction
Unsupervised Learning
Import Data
Import Preprocessing
Graphing
Mini Batching
Silhouette Score
Cluster Distance
Silhouette Diagram
Image Segmentation
Dimensionality Reduction
Semisupervised Learning
PCA
Gaussian Mixture Models
Bayesian Gaussian Mixture Models

Taught by

Shashank Kalanithi

Reviews

Start your review of Hands on Machine Learning - Unsupervised Learning

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.