Unsupervised Learning Courses and Certifications

Machine Learning: an overview

107 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
• Free Online Course (Audit)

Deep Learning and Reinforcement Learning

218 ratings at Coursera

Explore neural networks, deep learning architectures, and reinforcement learning. Gain hands-on practice with Keras, CNNs, transfer learning, RNNs, autoencoders, and generative models for AI applications.

• Coursera
• 1 day 7 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning for Absolute Beginners - Level 1

21274 ratings at Udemy

Learn the Fundamental Concepts of Artificial Intelligence and Machine Learning as the Next Game-Changing Technology

• Udemy
• 4 hours 27 minutes
• On-Demand
• Paid Course

The Complete Machine Learning Course with Python

7460 ratings at Udemy

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

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

Executive Briefing - Data Science and Machine Learning

7333 ratings at Udemy

Get a non-technical overview of Data Science and Machine Learning for Executives!

• Udemy
• 1 hour 58 minutes
• On-Demand
• Free Online Course

Cluster Analysis in Python

In this course, you will be introduced to unsupervised learning through techniques such as hierarchical and k-means clustering using the SciPy library.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

DeepLearning.AI;  Stanford

Unsupervised Learning, Recommenders, Reinforcement Learning

3795 ratings at Coursera

Explore unsupervised learning, recommender systems, and reinforcement learning. Master clustering, anomaly detection, and deep Q-learning to solve real-world AI challenges.

• Coursera
• 1 day 3 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

Fraud Detection in Python

Learn to detect fraud using Python, applying supervised and unsupervised learning techniques, handling imbalanced datasets, and implementing practical models with hands-on experience and real-life insights.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Microcredential

IBM Machine Learning

Comprehensive program covering key machine learning types, algorithms, and applications. Develop practical skills using open-source frameworks for a career in AI and data science.

• Coursera
• 30 weeks, 3 hours a week
• On-Demand
• Paid Course
• 6 courses

What is Machine Learning?

1232 ratings at Udemy

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

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

Designing Machine Learning Workflows in Python

Learn to build pipelines that stand the test of time.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Practicing Machine Learning Interview Questions in Python

Sharpen your knowledge and prepare for your next interview by practicing Python machine learning interview questions.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Introduction to Data Science for Complete Beginners

872 ratings at Udemy

Most Frequent Questions about Data Science are answered in this course

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

Projects in Machine Learning : Beginner To Professional

589 ratings at Udemy

A complete guide to master machine learning concepts and create real world ML solutions

• Udemy
• 15 hours
• On-Demand
• Paid Course

Learn Machine Learning 101 Class Bootcamp Course NYC

529 ratings at Udemy

Machine Learning 101 Class Bootcamp Course Intro to AI

• Udemy
• 1 hour 23 minutes
• On-Demand
• Free Online Course