Clustering Courses and Certifications

EIT Digital;  Politecnico di Milano

Data Science for Business Innovation

273 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
• Self-Paced
• Paid Course

Data Mining Methods

72 ratings at Coursera

Explore core data mining techniques including pattern analysis, classification, clustering, and outlier analysis. Learn advanced methods for complex data and discover research frontiers in the field.

• Coursera
• 1 day 25 minutes
• Self-Paced
• Paid Course

Data Mining and Knowledge Discovery

8 ratings at edX

Learn how to discover knowledge in data via data mining.

• edX
• 8 weeks, 6-10 hours/week
• Self-Paced
• Free Online Course (Audit)

Credential

Data Analysis with Python

29 ratings at Coursera

Comprehensive overview of data analysis techniques using Python, covering classification, regression, clustering, and more. Includes hands-on examples and a final project.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

Global Housing Design

13 ratings at edX

Learn about the key design strategies required to develop adequate housing and inclusive dwelling environments for sustainable urban development.

• edX
• 6 weeks, 4-5 hours/week
• Self-Paced
• Free Online Course (Audit)

From 0 to 1: The Cassandra Distributed Database

2613 ratings at Udemy

A complete guide to getting started with cluster management and queries on Cassandra

• Udemy
• 5 hours 55 minutes
• Self-Paced
• Paid Course

Trees, SVM and Unsupervised Learning

Explore support vector machines, neural networks, decision trees, and XG boost for predictive modeling. Learn data representation through PCA and clustering for practical applications in data science.

• Coursera
• 12 hours 59 minutes
• Self-Paced
• Paid Course

Introduction to Machine Learning: Unsupervised Learning

Explore unsupervised machine learning techniques for dimensionality reduction, clustering, and latent feature discovery. Apply these methods to real-world scenarios like recommender systems using Python.

• Coursera
• 14 hours 54 minutes
• Self-Paced
• Paid Course

Predicting Extreme Climate Behavior with Machine Learning

Explore machine learning techniques for climate data analysis, from unsupervised clustering to neural networks, gaining practical skills to predict extreme weather patterns.

• Coursera
• 1 day
• Self-Paced
• Paid Course

Advanced Visualizations using Tableau

Master advanced Tableau visualizations, including geographic maps, complex calculations, and analytical concepts like forecasting, trends, and clustering to become a confident Tableau expert.

• Coursera
• 9 hours 38 minutes
• Self-Paced
• Paid Course

AI in Architectural Design: Introduction

Learn about the elements of AI, machine learning and computer vision. Discover the open-source AI tools, and hidden AI gems. Learn how to play with architectural design data using freely available AI model.

• edX
• 8 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Oracle Grid Infrastructure and RAC using Oracle Database 19c

2392 ratings at Udemy

Explore key concepts of Oracle Grid Infrastructure and Real Application Clusters, including Interconnect, Shared Storage, and SCAN, for a robust and scalable database infrastructure.

• Udemy
• 7 hours 34 minutes
• Self-Paced
• Paid Course

Generative Models With Domain Knowledge for Weakly Supervised Clustering

Explore deep generative models for weakly supervised clustering, incorporating domain knowledge and survival data to guide algorithms towards medically meaningful findings in biomedical datasets.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Customer Analytics in Python

1637 ratings at Udemy

Beginner and Advanced Customer Analytics in Python: PCA, K-means Clustering, Elasticity Modeling & Deep Neural Networks

• Udemy
• 5 hours 11 minutes
• Self-Paced
• Paid Course

RabbitMQ In Practice

1606 ratings at Udemy

A Complete Guide to RabbitMQ, Queues, Exchanges, Producers and Consumers, Patterns, Clustering, Optimization & Tune-up

• Udemy
• 8 hours 59 minutes
• Self-Paced
• Paid Course