Cluster Analysis Courses and Certifications

MMPM-006: Marketing Research

Explore marketing research techniques, from problem identification to advanced analytics, preparing you for data-driven decision-making in today's complex digital marketplace.

• Swayam
• 15 weeks
• Self-Paced
• Free Online Course

IIT Roorkee;  NPTEL

Business Analytics & Data Mining Modeling Using R Part II

Explore advanced data mining techniques using R for business intelligence. Learn unsupervised learning, association rules, cluster analysis, and time series forecasting to derive actionable insights.

• Swayam
• 4 weeks
• Available until Aug 14, 2026
• Free Online Course

CI/CD on Google Cloud: Challenge Lab

This lab will challenge you to create a CI/CD pipeline, deploy an application to GKE, and rollback that deployment.

• Google Skills
• 1 hour
• Self-Paced
• Paid Course

NPTEL;  IIT Roorkee

Data Analytics with Python

Learn Python-based data analytics, covering statistics, probability, hypothesis testing, regression, ANOVA, clustering, and decision trees. Gain practical skills for data-driven decision making and statistical analysis.

• YouTube
• 1 day 4 hours
• Self-Paced
• Free Video

Great Learning

Data Mining for Beginners - Learn Data Mining

2 ratings

This video teaches Data Mining and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.

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

Bioinformagician

Find Markers and Cluster Identification in Single-Cell RNA-Seq Using Seurat - Workflow Tutorial

Comprehensive tutorial on identifying cell markers in single-cell RNA-Seq data using Seurat, covering various marker identification methods, data visualization, and cluster annotation techniques.

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

DigitalSreeni

Grain Size Analysis in Python Using a Microscope Image

Automate grain analysis in metal alloys using Python and microscope images. Learn image processing techniques to generate summaries and CSV files for quality control and research.

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

Great Learning

Marketing & Retail Analytics

Comprehensive tutorial on marketing analytics, covering RFM analysis, clustering, churn prediction, market basket analysis, and CLV modeling using tools like Tableau and KNIME.

• YouTube
• 7 hours 12 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

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

Black Hat

Breaking the Security of Physical Devices

Explore vulnerabilities in everyday devices like cars and home alarms. Learn about eavesdropping, replay attacks, and code analysis techniques to understand and mitigate security risks in physical systems.

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

Devoxx

Migrate Your Traditional VM-Based Clusters to Containers

Learn to migrate VM-based clusters to containers using Docker, Kubernetes, Mesos, and OpenShift. Explore scalable architectures, design patterns, and deployment strategies for containerized applications across various frameworks.

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

Data Science Dojo

Machine Learning for Signal Processing - Data Compression and Denoising

Explore machine learning for signal processing, focusing on data compression and noise removal using PCA. Learn linear algebra applications and alternative techniques for effective data analysis.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Devoxx

Understanding Akka Cluster Through Raspberry Pi Cluster Visualization

Visualize Akka Cluster concepts using a 5-node Raspberry Pi setup. Learn about peer-to-peer clusters, node lifecycle, and automatic recovery through hands-on demonstrations and clear explanations.

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