CISSP MasterClass with a true CAT exam simulator
Build the Finance Skills That Lead to Promotions, Not Just Certificates
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