Unsupervised Learning Courses and Certifications

Towards Unsupervised Biomedical Image Segmentation Using Hyperbolic Representations - Jeffrey Gu

2 reviews

Explore unsupervised biomedical image segmentation with Stanford's Jeffrey Gu. Learn about hyperbolic representations, hierarchical structures, and VAEs in a 1-2 hour session.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Online Course

Unsupervised Algorithms in Machine Learning

Explore unsupervised machine learning methods with University of Colorado Boulder's 4-week course. Learn dimensionality reduction, clustering, and latent features, with real-world applications like recommender systems.

• Coursera
• 1 day 14 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Unsupervised Text Classification for Marketing Analytics

Learn unsupervised deep learning for marketing analytics with real-world datasets and Python tutorials in a 5-week course by University of Colorado Boulder.

• Coursera
• 13 hours 26 minutes
• On-Demand
• Free Online Course (Audit)

Trees, SVM and Unsupervised Learning

Learn SVMs, neural networks, decision trees, and XG boost in a 4-week course by University of Colorado Boulder. Gain hands-on experience in building predictive models and data representation.

• Coursera
• 12 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

Unsupervised Machine Learning Hidden Markov Models in Python

3939 ratings at Udemy

Learn to apply Hidden Markov Models to sequence data in Python, with applications in stock price analysis, language modeling, web analytics, biology, and PageRank. 10-hour workload.

• Udemy
• 9 hours 47 minutes
• On-Demand
• Paid Course

Unsupervised Machine Learning

233 ratings at Coursera

IBM's 7-week course on Unsupervised Machine Learning. Learn clustering and dimension reduction algorithms, and gain hands-on experience. Requires Python and data analysis skills.

• Coursera
• 23 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Unsupervised Machine Learning : With 2 Capstone ML Projects

87 ratings at Udemy

Master unsupervised machine learning with this comprehensive course. Learn clustering analysis, dimensionality reduction, and work on real-world projects for practical experience.

• Udemy
• 2 hours 59 minutes
• On-Demand
• Paid Course

Unsupervised Learning and Its Applications in Marketing

Explore unsupervised machine learning and its applications in marketing with this 4-week course from O.P. Jindal Global University. Learn Python-based techniques like clustering, dimensionality reduction, and anomaly detection.

• Coursera
• 21 hours 43 minutes
• On-Demand
• Free Online Course (Audit)

Serrano.Academy

Unsupervised Learning

Learn Gaussian Mixture Models, Clustering, PCA, Matrix Factorization, and more in this 4-5 hour material from Serrano.Academy.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Online Course

Great Learning

Unsupervised Learning - Clustering and Association Algorithms in Machine Learning

In this tutorial, we will help you to cover every concept related to Unsupervised Learning.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Online Course

Great Learning

Unsupervised Learning Tutorial - Clustering Algorithm - Association Rule Mining

This Unsupervised Learning Tutorial will introduce you to the nitty gritty of Machine Learning and How Unsupervised Algorithms Work.

• YouTube
• 4 hours 10 minutes
• On-Demand
• Free Online Course

Yannic Kilcher

TransCoder - Unsupervised Translation of Programming Languages

Explore unsupervised neural machine translation for Python, C++, and Java code with Yannic Kilcher in under an hour. Learn about transcompiling problems, shared embeddings, and more.

• YouTube
• 49 minutes
• On-Demand
• Free Online Course

Aladdin Persson

Latent Dirichlet Allocation with Gibbs Sampling Explained

Explore Latent Dirichlet Allocation and Gibbs Sampling with Aladdin Persson in under an hour. Learn topic modelling, posterior inference, and implementation.

• YouTube
• 33 minutes
• On-Demand
• Free Online Course

Andreas Geiger

Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis

Explore 3D controllable image synthesis with Andreas Geiger's keynote, focusing on Generative Adversarial Networks and their potential to replace classical rendering pipelines.

• YouTube
• 36 minutes
• On-Demand
• Free Online Course

Unsupervised Machine Learning for Customer Market Segmentation

329 ratings at Coursera

Learn to train unsupervised machine learning algorithms for customer market segmentation with this hands-on project on Coursera. Ideal for North American learners.

• Coursera
• 1 hour 55 minutes
• On-Demand
• Paid Course