Unsupervised Learning Courses and Certifications

HUJI Machine Learning Club

Consistent Amortized Clustering via Generative Flow Networks

Discover a novel framework for amortized clustering using Generative Flow Networks that ensures order-invariant cluster assignments and outperforms existing methods on real-world data.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Unsupervised ASR Framework and Bayesian Generative Modeling Approach

Explore unsupervised automatic speech recognition frameworks using Bayesian generative modeling techniques for advanced speech processing applications.

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

Wolfram

Safety Log Analysis in Oil and Gas - A Multi-stage LLM Approach

Discover how LLMs revolutionize safety log analysis in oil and gas through multi-stage processing of 15,000 observations using domain-specific frameworks and unsupervised learning techniques.

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

Executive Briefing - Data Science and Machine Learning

10662 ratings at Udemy

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

• Udemy
• 1 hour 58 minutes
• On-Demand
• Paid Course

MLCon | Machine Learning Conference

Unsupervised Learning with Autoencoders

Explore autoencoder variants, their applications in unsupervised learning, and real-world use cases. Learn about anomaly detection, denoising, and generative models in this comprehensive overview.

• YouTube
• 49 minutes
• On-Demand
• Conference Talk

Introducción a la Inteligencia Artificial: Principales Algoritmos

29 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)

Machine Learning for Business

26 ratings at DataCamp

Understand the fundamentals of Machine Learning and how it's applied in the business world.

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

AWS Machine Learning Foundations

21 ratings at Udacity

Learn what machine learning is and the steps involved in building and evaluating models. Gain in demand skills needed at businesses working to solve challenges with AI.

• Udacity
• 11 hours
• On-Demand
• Free Online Course

Artificial Intelligence (AI) Concepts in Python

16 ratings at DataCamp

Learn the fundamentals behind AI and Machine Learning.

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

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

Machine Learning Fundamentals in Python

Learn the art of Machine Learning and come away as a boss at prediction, pattern recognition, and the beginnings of Deep and Reinforcement Learning.

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

Introduction to Machine Learning with Azure

8 ratings at Udacity

Explore machine learning fundamentals and hands-on Azure ML Studio training, covering data preparation, model development, and responsible AI principles.

• Udacity
• 22 hours
• On-Demand
• Free Online Course

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

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