Unsupervised Learning Courses and Certifications

AI/ML Foundations for Absolute Beginners (AgenticAI + MLOps)

355 ratings at Udemy

Build a Solid Conceptual Foundation on Machine Learning, Large Language Models (LLMs) and Agentic AI along with MLOps

• Udemy
• 4 hours 19 minutes
• On-Demand
• Paid Course

Machine Learning in GIS : Understand the Theory and Practice

345 ratings at Udemy

Apply machine learning in Geographic information systems (GIS) and Remote Sensing in QGIS and Google Earth Engine (GEE)

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

Introduction to Machine Learning with Python

24 ratings at Coursera

Learn Python-based machine learning, covering supervised and unsupervised learning, deep learning, and image processing. Implement models using various algorithms and explore industry applications. No prior programming experience required.

• Coursera
• 12 hours 39 minutes
• On-Demand
• Paid Course

Master Course : Fundamentals of Machine Learning (101 level)

325 ratings at Udemy

Machine Learning, Supervised Machine Learning, Unsupervised Machine Learning, Deep Learning, TensorFlow, Keras, NLP

• Udemy
• 1 hour 51 minutes
• On-Demand
• Paid Course

Machine Learning: an overview

207 ratings at Coursera

Explore key machine learning methods, their applications, and limitations through examples and case studies. Gain insights into supervised, unsupervised, and reinforcement learning techniques.

• Coursera
• 2 hours 44 minutes
• On-Demand
• Paid Course

Machine Learning Introduction for Everyone

307 ratings at Coursera

Comprehensive introduction to machine learning concepts, applications, and techniques. Covers supervised/unsupervised learning, classification, regression, and model evaluation through hands-on labs and a final project.

• Coursera
• 6 hours 24 minutes
• On-Demand
• Paid Course

Machine Learning & Data Science for Beginners in Python

306 ratings at Udemy

Data Science Projects with Linear Regression, Logistic Regression, Random Forest, SVM, KNN, KMeans, XGBoost, PCA etc

• Udemy
• 1 day 8 hours 5 minutes
• On-Demand
• Paid Course

TensorFlow and the Google Cloud ML Engine for Deep Learning

306 ratings at Udemy

CNNs, RNNs and other neural networks for unsupervised and supervised deep learning

• Udemy
• 17 hours 23 minutes
• On-Demand
• Paid Course

Python & TensorFlow: Deep Dive into Machine Learning

281 ratings at Udemy

Python & TensorFlow: The Roadmap to Deep Machine Learning Expertise

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

Introduction to Scientific Machine Learning

1 review

Learn the basics of machine learning with hands-on practical examples on engineering applications.

• edX
• 16 weeks, 6-7 hours a week
• On-Demand
• Free Online Course (Audit)

Artificial Intelligence Foundations: Machine Learning

3421 ratings at LinkedIn Learning

Learn about the machine learning lifecycle and the steps required to build systems in this hands-on course.

• LinkedIn Learning
• 1 hour 51 minutes
• On-Demand
• Free Trial Available

EIT Digital;  Politecnico di Milano

Data Science for Business Innovation

272 ratings at Coursera

Learn to leverage data science for business innovation, covering key concepts, methods, and real-world applications. Gain insights into machine learning, analytics, and data-driven strategies to create value and drive organizational success.

• Coursera
• 7 hours 9 minutes
• On-Demand
• Paid Course

Practical Introduction to Machine Learning with Python

274 ratings at Udemy

Quickly Learn the Essentials of Artificial Intelligence (AI) and Machine Learning (ML)

• Udemy
• 4 hours 18 minutes
• On-Demand
• Paid Course

Introduction to Machine Learning with Scikit-Learn

273 ratings at Udemy

Learn the three main techniques of machine learning: regression, classification and clustering, using Scikit-Learn

• Udemy
• 2 hours 32 minutes
• On-Demand
• Paid Course

Machine Learning for Semiconductor Quantum Devices

5 ratings at edX

Learn how to deploy artificial intelligence to control and calibrate semiconductor quantum computing chips

• edX
• 6 weeks, 6-7 hours a week
• On-Demand
• Free Online Course (Audit)