Cluster Analysis Courses and Certifications

NPTEL-NOC IITM

K-Means Implementation in R

Implement K-means clustering algorithm in R programming language. Learn data preprocessing, algorithm application, and result interpretation for effective data analysis.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

K-Means Clustering

Explore K-means clustering algorithm, its applications, and implementation techniques for effective data analysis and pattern recognition.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Conf42

Topic Modelling for Text Documents Using NLP Techniques

Explore NLP techniques for topic modeling in text documents, covering entity identification, document similarity, data cleaning, and clustering methods.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

UT Arlington

Cluster Analysis

Learn how to conduct a cluster analysis to discover important patterns in student behavior using the popular Weka data mining toolkit.

• edX
• 3 weeks, 5-7 hours a week
• No Longer Offered
• Free Online Course

Cluster Analysis using RCmdr

Cluster 29 cars across 22 dimensions such as price and acceleration in RCmdr, using k-means and hierarchical methods to build usable segments.

• Coursera
• 1 hour 55 minutes
• No Longer Offered
• Paid Course

Jaeger Intro and Deep Dive

Comprehensive introduction to Jaeger distributed tracing, covering installation, basics, and future developments built on OpenTelemetry collector. Explores architecture, features, and deployment strategies.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

Kubesimplify

Creating a Kind Cluster with Kubernetes 1.30 Release Candidate

Create a Kind cluster with Kubernetes 1.30 RC, explore new features, and learn how to test upcoming releases. Gain insights into the latest enhancements and provide valuable feedback to the Kubernetes community.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Análisis de datos empresariales con R

8 ratings

Analiza los datos con R y R Studio aplicando nuevas técnicas para tomar decisiones orientadas a los negocios, contemplando información de diversas variables simultáneamente y sé parte de la transforma

• edX
• 4 weeks, 5-8 hours a week
• Self-Paced
• Free Online Course (Audit)

تحليل البيانات الاستكشافية

يعلّم التحليل الاستكشافي للبيانات باستخدام رسومات R وتقنيات التجميع وتقليل الأبعاد لتصور البيانات عالية الأبعاد.

• Coursera
• 4 weeks, 14 hours a week
• Self-Paced
• Paid Course

Learnit Training

Tableau Business Intelligence - Intermediate Techniques and Dashboard Design

Elevate your Tableau skills with advanced techniques for creating insightful dashboards. Learn to analyze data, visualize trends, and apply cluster analysis to real-world business scenarios.

• YouTube
• 1 hour 47 minutes
• Self-Paced
• Free Video

Ethereum Engineering Group

DORA - Distributed Oracle Agreement with Simple Majority

Explore the DORA protocol's innovative approach to distributed oracle networks, focusing on agreement distance and simple majority consensus for enhanced blockchain data reliability and scalability.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

UofU Data Science

K-means Clustering and Validation Methods in Data Mining - Spring 2023

Master clustering algorithms through k-means, k-medoids, and Lloyd's algorithm, including initialization techniques, validation methods, and performance metrics for effective data mining applications.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

UofU Data Science

Data Mining: Understanding Hierarchical Clustering - Spring 2023

Master hierarchical clustering techniques, from basic concepts to advanced validation methods, including cluster proximity measures, stopping criteria, and efficiency considerations.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

UofU Data Science

Data Mining: Hierarchical and Density-Based Clustering Methods - Lecture 11

Explore hierarchical clustering techniques including HAC, DBScan, and density-based methods while mastering key concepts in data grouping and cluster analysis.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Conf42

Give Your Managed Kubernetes Troubleshooting Skills a Superpower

Enhance your knowledge of Kubernetes troubleshooting with KSGPT, an AI-powered tool that analyzes clusters, explains issues, and offers secure local inference, complete with CLI commands and operator architecture for managed environments.

• YouTube
• 43 minutes
• Self-Paced
• Free Video