Unsupervised Learning Courses and Certifications

The Next Frontier: Generative AI for Absolute Beginners

3095 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
• Self-Paced
• Paid Course

Credential

Machine Learning: Theory and Hands-on Practice with Python

34 ratings at Coursera

Master predictive modeling, unsupervised learning, and neural networks with Python through hands-on practice and theoretical foundations in modern ML techniques.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Credential

Statistical Learning for Data Science

21 ratings at Coursera

Gain advanced statistical learning techniques for data science, including model selection, regression, classification, and unsupervised learning. Develop skills to explain and justify models effectively.

• Coursera
• 16 weeks, 9 hours/week
• Self-Paced
• Paid Course
• 3 courses

Association Rules Analysis

12 ratings at Coursera

Explore unsupervised learning with association rules and outlier detection. Learn frequent patterns, Apriori algorithms, and outlier analysis techniques through hands-on tutorials and real-world case studies.

• Coursera
• 22 hours 56 minutes
• Self-Paced
• Paid Course

Clustering Analysis

11 ratings at Coursera

Explore unsupervised learning techniques, including clustering methods and dimension reduction, to uncover patterns and insights in diverse datasets through hands-on tutorials and case studies.

• Coursera
• 1 day 13 hours 2 minutes
• Self-Paced
• Paid Course

Data Analysis with Python Project

Comprehensive exploration of data analysis techniques, from classification to outlier detection, empowering learners to conduct real-world projects and make data-driven decisions.

• Coursera
• 18 hours 11 minutes
• Self-Paced
• Paid Course

Predicting Extreme Climate Behavior with Machine Learning

Explore machine learning techniques for climate data analysis, from unsupervised clustering to neural networks, gaining practical skills to predict extreme weather patterns.

• Coursera
• 1 day
• Self-Paced
• Paid Course

Credential

Graduate Certificate in Artificial Intelligence

Develop a strong foundation in key AI topics including statistical analysis, data mining, and machine learning from one of the nation’s top-ranked Tier 1 research institutions.

• Coursera
• Self-Paced
• Paid Course

AI in Architectural Design: Introduction

Learn about the elements of AI, machine learning and computer vision. Discover the open-source AI tools, and hidden AI gems. Learn how to play with architectural design data using freely available AI model.

• edX
• 8 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Credential

AI Skills: Basic and Advanced Techniques in Machine Learning

Comprehensive overview of machine learning techniques, from basics to advanced, with hands-on practice using Python and scikit-learn. Covers classification, regression, unsupervised learning, deep learning, and reinforcement learning.

• edX
• 12 weeks, 5-7 hours/week
• Self-Paced
• $338.00
• 2 courses

The Ultimate Beginner's Guide to AI and Machine Learning

2444 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
• Self-Paced
• Paid Course

AI Integration in Healthcare

Master AI algorithms and modeling techniques specifically designed for healthcare applications, from data preparation to building reliable diagnostic systems.

• Coursera
• 8 hours 41 minutes
• Self-Paced
• Paid Course

Machine Learning for Marketers

Enhance marketing strategies with machine learning: predict customer behavior, optimize campaigns, uncover hidden patterns, and personalize experiences using advanced analytics techniques.

• Coursera
• 21 hours 57 minutes
• Self-Paced
• Paid Course

[NEW] The Ultimate Generative AI Leader Cert. Training

1827 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
• Self-Paced
• Paid Course

AI and Machine Learning Algorithms and Techniques

65 ratings at Coursera

Master core AI and ML algorithms through hands-on exploration of supervised, unsupervised, and reinforcement learning. Apply feature engineering, understand deep learning models, and evaluate techniques for real business solutions.

• Coursera
• 1 day 21 hours 39 minutes
• Self-Paced
• Paid Course