Unsupervised Learning Courses and Certifications

Machine Learning Scientist in Python

Discover machine learning with Python and work towards becoming a machine learning scientist. Explore supervised, unsupervised, and deep learning.

• DataCamp
• 3 days 13 hours
• On-Demand
• Free Trial Available

Machine Learning Scientist in R

A machine learning scientist researches new approaches and builds machine learning models.

• DataCamp
• 2 days 17 hours
• On-Demand
• Free Trial Available

Practicing Machine Learning Interview Questions in R

Prepare for your upcoming machine learning interview by working through these practice questions that span across important topics in machine learning.

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

Leveraging Data with AI

2 ratings at Udacity

Discover how to build AI products as a product manager through personalization, forecasting, and hands-on PRD development for e-commerce recommendation systems.

• Udacity
• 6 hours
• On-Demand
• Paid Course

Building a Workflow for AI

Master AI-driven trading through machine learning techniques including reinforcement learning, supervised/unsupervised methods, and model backtesting with real financial data.

• Udacity
• 13 hours
• On-Demand
• Paid Course

AWS Machine Learning Foundations Course

1 review

Gain essential machine learning skills, explore advanced AI areas, and get hands-on experience with AWS tools. Learn to build, evaluate, and deploy high-quality ML models using Amazon SageMaker and object-oriented programming.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Unsupervised Meta-Learning for Few-Shot Image Classification

Explore unsupervised meta-learning techniques for few-shot image classification, including task construction, augmentation methods, and performance on benchmark datasets.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Yannic Kilcher

Dynamical Distance Learning for Semi-Supervised and Unsupervised Skill Discovery

Explore dynamical distance learning for reinforcement agents, enhancing policy learning through state distance estimation. Discover applications in semi-supervised and unsupervised skill acquisition.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Alfredo Canziani

Unsupervised Learning - Autoencoding the Targets

Explore unsupervised learning and generative models, covering topics like latent space interpolation, style transfer, super resolution, and autoencoders. Gain insights into advanced machine learning concepts and techniques.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Google Cloud Tech

How to Create ML Models That Teach Themselves - Unsupervised Learning in Self-Driving Cars

Explore self-driving car technology and unsupervised ML models with Helm.ai. Learn about deep teaching, real-world applications, and future enhancements in autonomous vehicle development.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Discover AI

Unsupervised In-Context Learning Plus: From Few-Shot to Many-Shot Learning in Large Language Models

Explore advanced In-Context Learning techniques for Large Language Models, from few-shot to many-shot approaches, focusing on unsupervised learning and autonomous capabilities with 1M token context.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Python Data Science: Unsupervised Machine Learning

374 ratings at Udemy

Learn Python for data science & machine learning, and build unsupervised learning models w/ a top Python instructor!

• Udemy
• 16 hours 47 minutes
• On-Demand
• Paid Course

Microcredential

Implementing AI Algorithms from Scratch

268 ratings at CodeSignal

Master the fundamentals of AI by implementing machine learning algorithms from scratch, covering regression, classification, optimization, ensemble methods, clustering, and neural networks with hands-on coding.

• CodeSignal
• 21 hours
• On-Demand
• Free Certificate
• 6 courses

Modelos predictivos con Machine Learning

32 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)

AI skills: Introduction to Unsupervised, Deep and Reinforcement Learning

Learn the fundamentals and principal AI concepts about clustering, dimensionality reduction, reinforcement learning and deep learning to solve real-life problems.

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