Unsupervised Learning Courses and Certifications

2 in 1: Python Machine Learning PLUS 30 Hour Python Bootcamp

244 ratings at Udemy

Learn model building, algorithms, data science PLUS 30 hours of step by step coding, libraries, arguments, projects +++

• Udemy
• 1 day 20 hours 47 minutes
• On-Demand
• Paid Course

Machine Learning in R & Predictive Models | 3 Courses in 1

237 ratings at Udemy

Supervised & unsupervised machine learning in R, clustering in R, predictive models in R by many labs, understand theory

• Udemy
• 7 hours 36 minutes
• On-Demand
• Paid Course

Machine Learning using Python: A Comprehensive Course

222 ratings at Udemy

Learn core concepts of Machine Learning. Apply ML techniques to real-world problems and develop AI/ML based applications

• Udemy
• 2 days 15 hours 24 minutes
• On-Demand
• Paid Course

Machine Learning Master Class |With LLM, RAG, AI Agents, XAI

222 ratings at Udemy

Comprehensive Course Covering Machine Learning, Deep Learning, Explainable AI and AutoML

• Udemy
• 9 hours 54 minutes
• On-Demand
• Paid Course

Microcredential

Statistical Learning for Data Science

20 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 a week
• On-Demand
• Paid Course
• 3 courses

Microcredential

Machine Learning: Theory and Hands-on Practice with Python

18 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 a week
• On-Demand
• Paid Course
• 3 courses

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
• On-Demand
• Paid Course

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Paid Course

Microcredential

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
• On-Demand
• 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 a week
• On-Demand
• Free Online Course (Audit)

Microcredential

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 a week
• On-Demand
• $338.00
• 2 courses

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
• On-Demand
• Paid Course

TensorFlow 101: Introduction to Deep Learning

193 ratings at Udemy

Ready to build the future with Deep Neural Networks? Stand on the shoulder of TensorFlow and Keras for Machine Learning.

• Udemy
• 3 hours 55 minutes
• On-Demand
• Paid Course