Unsupervised Learning Courses and Certifications

Image Segmentation with Python and Unsupervised Learning

19 ratings at Coursera

Learn to segment images using unsupervised learning techniques like K-means in Python with this 1-hour project-based course from Coursera Project Network.

• Coursera
• 1 hour 25 minutes
• On-Demand
• Paid Course

K-Means Clustering 101: World Happiness Report

13 ratings at Coursera

Learn to use unsupervised machine learning for clustering countries based on happiness factors with Coursera Project Network.

• Coursera
• 1 hour 35 minutes
• On-Demand
• Paid Course

Introducción a la Inteligencia Artificial: Principales Algoritmos

23 reviews

Aprende cómo funcionan los algoritmos de inteligencia artificial que hacen posible los chatbos, automóviles autónomos, el reconocimiento de voz y más.

• edX
• 4 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Kaggle;  Amazon;  Amazon Web Services Microcredential

Become a Machine Learning Engineer

11 reviews

Master foundational machine learning skills with Kaggle's 13-week course. Learn to deploy models to production environments and solve real-world tasks. Capstone project included.

• Udacity
• 13 weeks, 10 hours a week
• On-Demand
• Paid Course

Modelos predictivos con Machine Learning

21 reviews

En este curso conocerás los fundamentos del aprendizaje automático y como crear modelos de predicción, regresión y clasificación con ayuda de Python. Explorarás problemas de clasificación, regresión, series de tiempo, agrupamiento y sistemas expertos.

• edX
• 4 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Stanford Seminar - Can the Brain Do Back-Propagation?

Explore the brain's ability to perform back-propagation in this Stanford University seminar. Delve into unsupervised learning, big data, and model averaging in 1-2 hours.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Transformers in Language: The Development of GPT Models Including GPT-3

This course explores how to use unsupervised learning, recurring neural nets, and generative models to generate content and analyze data. It will cover topics like Big LSTM, Transformer, GPT, IGPT, and HumanEval.

• YouTube
• 49 minutes
• On-Demand
• Free Online Course

Curation and Analysis of Annotated Medical Images Across Institutions - Xiaoyuan Guo

Stanford University offers a short, intensive study on medical image curation and analysis, focusing on supervised deep learning and anomaly detection. Led by Xiaoyuan Guo, the program includes interactive discussions and Q&A sessions.

• YouTube
• 47 minutes
• On-Demand
• Free Online Course

Data-Efficient AI for Accelerating MRI Acquisition

Stanford University offers a brief, insightful talk on using physics-guided AI to accelerate MRI acquisition, focusing on unsupervised and semi-supervised approaches.

• YouTube
• 59 minutes
• On-Demand
• Free Online Course

Practical Predictive Analytics: Models and Methods

314 ratings at Coursera

Learn practical predictive analytics, experiment design, and modern methods of data analysis with this 4-week course from the University of Washington.

• Coursera
• 6 hours 33 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning

Learn about machine learning, the area of artificial intelligence (AI) that is concerned with computational artifacts that modify and improve performance through experience.

• edX
• 14 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Machine Learning with Python

12 ratings at Coursera

This course will give you an introduction to machine learning with the Python programming language. You will learn about supervised learning, unsupervised learning, deep learning, image processing, and generative adversarial networks. You will implement…

• Coursera
• 12 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Scientific Machine Learning

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)

Microcredential

Machine Learning: Theory and Hands-on Practice with Python

Dive into Machine Learning with the University of Colorado Boulder's 17-week course. Learn supervised, unsupervised learning, and deep learning basics, applying ML algorithms to real-world data.

• Coursera
• 17 weeks, 9 hours a week
• On-Demand
• Paid Course
• 3 courses

Data Analysis with Python Project

Learn to conduct real-life data analysis projects with Python in a 7-week course by the University of Colorado Boulder. Gain proficiency in supervised learning, regression, clustering, and more.

• Coursera
• 18 hours 10 minutes
• On-Demand
• Free Online Course (Audit)