Unsupervised Learning Courses and Certifications

Fundamentals of Artificial Intelligence​

Build a strong foundation in AI concepts, classical methods, and introductory machine learning principles.

• OpenLearning
• 40 hours
• On-Demand
• Paid Course

Machine Learning Techniques & Applications

Explore practical machine learning, deep learning, generative AI, and NLP applications for solving real-world problems.

• OpenLearning
• 40 hours
• On-Demand
• Paid Course

The Complete Machine Learning Course with Python

8019 ratings at Udemy

Build a Portfolio of 12 Machine Learning Projects with Python, SVM, Regression, Unsupervised Machine Learning & More!

• Udemy
• 17 hours 21 minutes
• On-Demand
• Paid Course

The Ultimate Beginner's Guide to AI and Machine Learning

2388 ratings at Udemy

Plus: (1) AI and Humans, (2) Generative AI and Leaders, (3) AI and Operations, (4) AI and Business Strategy

• Udemy
• 1 day 12 hours 8 minutes
• On-Demand
• Paid Course

Practical Predictive Analytics: Models and Methods

323 ratings at Coursera

Explore statistical experiment design, analytics, and machine learning methods. Learn to design experiments, analyze results, and apply classification and unsupervised learning techniques to solve real-world problems.

• Coursera
• 7 hours 33 minutes
• On-Demand
• Paid Course

[NEW] The Ultimate Generative AI Leader Cert. Training

1624 ratings at Udemy

[Latest Syllabus] Pass The Generative AI Leader Exam On Your First Attempt | 2 Full Practice Exams & 160+ Quiz Questions

• Udemy
• 8 hours 16 minutes
• On-Demand
• Paid Course

The Next Frontier: Generative AI for Absolute Beginners

1492 ratings at Udemy

Learn the Fundamental Concepts of AI, ML and Generative AI with an Easy, Simple and Fun Training

• Udemy
• 3 hours 42 minutes
• On-Demand
• Paid Course

What is Machine Learning?

1424 ratings at Udemy

An overview of Supervised, Unsupervised, and Reinforcement Learning with Python Demos

• Udemy
• 1 hour 57 minutes
• On-Demand
• Free Online Course

Introduction to Data Science for Complete Beginners

1013 ratings at Udemy

Most Frequent Questions about Data Science are answered in this course

• Udemy
• 1 hour 59 minutes
• On-Demand
• Free Online Course

AI TIME：无监督学习的公平性研究

Explore cutting-edge fairness concepts in unsupervised learning algorithms, focusing on bias detection, ethical considerations, and practical implementation strategies.

• XuetangX
• On-Demand
• Free Online Course

Intro to Predictive Analytics Using Python

Master predictive analytics fundamentals using Python, from regression models to advanced techniques like random forests and unsupervised learning, enabling data-driven forecasting and pattern recognition.

• Coursera
• 10 hours 52 minutes
• On-Demand
• Paid Course

Microcredential

More Applied Data Science with Python

10 ratings at Coursera

Master advanced Python data analysis techniques including data mining, clustering, network modeling, and information extraction using real-world datasets and machine learning libraries.

• Coursera
• 12 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

Python Machine Learning: From Beginner to Pro

780 ratings at Udemy

Machine Learning Tutorial: Python-Based Predictive Analytics

• Udemy
• 5 hours 37 minutes
• On-Demand
• Paid Course

Advanced Malware and Network Anomaly Detection

22 ratings at Coursera

Equip yourself with AI-powered skills to combat advanced cybersecurity threats. Master malware detection, network anomaly identification, and practical implementations using real-world data.

• Coursera
• 11 hours 47 minutes
• On-Demand
• Paid Course

Microcredential

Applied Machine Learning

15 ratings at Coursera

Develop practical machine learning skills through hands-on application of supervised learning, ensemble methods, neural networks, and advanced techniques like CNNs and reinforcement learning.

• Coursera
• 12 weeks, 5 hours a week
• On-Demand
• Paid Course
• 3 courses