Clustering Courses and Certifications

Coursera

K-Means Clustering 101: World Happiness Report

21 ratings at Coursera

Explore K-means clustering to analyze global happiness data, grouping countries based on economic, social, and well-being factors for insights into worldwide happiness trends.

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

Introduction to Analytics Modeling

5 reviews

Learn essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights.

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

CertNexus

Build Regression, Classification, and Clustering Models

19 ratings at Coursera

Learn to build regression, classification, and clustering models using various algorithms. Gain hands-on experience in model selection, evaluation, and tuning for supervised and unsupervised learning tasks.

• Coursera
• 20 hours 19 minutes
• On-Demand
• Paid Course

Intro to Unsupervised Machine Learning

Master unsupervised machine learning through hands-on practice with clustering, dimensionality reduction, and advanced algorithms using the Iris dataset for practical data analysis applications.

• CodeSignal
• 5 hours
• On-Demand
• Free Certificate

Packt

Advanced Management, Clustering, and Lifecycle Management

Master advanced VMware vSphere techniques including VM templates, vMotion, DRS/HA clustering, and lifecycle management for optimal virtual infrastructure performance.

• Coursera
• 9 hours 47 minutes
• On-Demand
• Paid Course

EDUCBA

R: Apply & Analyze K-Means Clustering for Unsupervised ML

Master K-Means clustering in R through hands-on implementation, data preparation, and customer segmentation analysis for real-world unsupervised machine learning applications.

• Coursera
• 2 hours 34 minutes
• On-Demand
• Paid Course

Embedding-Based Recommendation with Similarity Scoring

Master embedding-based music recommendations using vector transformations, cosine similarity, and clustering to build personalized suggestion systems.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Microcredential

Implementing AI Algorithms from Scratch in C++ (Part 2)

Master ensemble methods, unsupervised learning, clustering, and neural networks by implementing AI algorithms from scratch in C++ using mlpack for hands-on expertise.

• CodeSignal
• 8 hours
• On-Demand
• Free Certificate
• 3 courses

Non-linear Dimensionality Reduction Techniques

1 review

Master non-linear dimensionality reduction techniques like t-SNE, LLE, and Kernel PCA to uncover hidden patterns in complex datasets through hands-on visualization and parameter tuning.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Machine Learning Foundations for Product Managers

773 ratings at Coursera

Build foundational understanding of machine learning, including model development, evaluation, and common algorithms. Gain hands-on experience training and optimizing a model for a real-world problem.

• Coursera
• 16 hours 2 minutes
• On-Demand
• Paid Course

Microcredential

Data Mining

2940 ratings at Coursera

Comprehensive exploration of data mining techniques for structured and unstructured data, covering visualization, text retrieval, analytics, pattern discovery, and clustering, with a practical Yelp-based capstone project.

• Coursera
• 12 weeks, 10 hours a week
• On-Demand
• Paid Course

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
• On-Demand
• Paid Course

Oracle Grid Infrastructure and RAC using Oracle Database 19c

2373 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
• 6 hours 16 minutes
• On-Demand
• Paid Course

Customer Analytics in Python

1631 ratings at Udemy

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

• Udemy
• 5 hours 11 minutes
• On-Demand
• Paid Course

RabbitMQ In Practice

1559 ratings at Udemy

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

• Udemy
• 8 hours 59 minutes
• On-Demand
• Paid Course