Clustering Courses and Certifications

Coursera

Transform, Analyze, and Optimize Your Data

Master systematic data transformation, workload optimization, and performance evaluation to convert enterprise data chaos into high-performance analytics systems.

• Coursera
• 3 hours 3 minutes
• Self-Paced
• Paid Course

Coursera

ML Concepts, Models & Workflow Essentials

Master advanced machine learning in Java using Weka, Deeplearning4j, and Smile to build enterprise-grade predictive models, customer segmentation, and scalable MLOps solutions.

• Coursera
• 4 hours 36 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze Supply Chain Demand Trends Using Heatmaps & Clusters

Master supply chain demand analysis through heatmaps and clustering techniques to uncover meaningful patterns and make data-driven decisions in just over 4 hours.

• Coursera
• 4 hours 16 minutes
• Self-Paced
• Paid Course

Coursera

Optimize AI: Build & Evaluate Predictive Models

Master building and evaluating predictive models using scikit-learn, cross-validation, and performance metrics like F1 to optimize logistic regression and clustering for retail and credit-risk tasks.

• Coursera
• 1 hour 59 minutes
• Self-Paced
• Paid Course

Machine Learning: Unsupervised Models

This course introduces key unsupervised machine learning techniques and explains how to choose the best algorithm for your data. Learn clustering and dimensionality reduction to find insights in unlabeled data sets.

• edX
• 1 week, 20-24 hours/week
• Self-Paced
• Free Online Course (Audit)

EDUCBA

Apply Splunk Data Transformation and Distributed Search

Master Splunk data transformation, distributed search, and security controls to build scalable, enterprise-ready environments with hands-on projects and real-world applications.

• Coursera
• 7 hours 50 minutes
• Self-Paced
• Paid Course

Coursera

Crunch Spatial Stats

Explore spatial statistics using Global Moran's I, IDW interpolation, and semivariograms to uncover meaningful patterns in location-based data for environmental and public health analysis.

• Coursera
• 3 hours 18 minutes
• Self-Paced
• Paid Course

Credential

Accounting Data Analytics

Develop an analytics mindset and master data analytics tools in accounting, from Excel to Python, covering visualization, analysis, and machine learning applications.

• Coursera
• 30 weeks, 5 hours a week
• Self-Paced
• Paid Course
• 4 courses

Credential

Machine Learning

Master machine learning fundamentals through hands-on projects, from supervised/unsupervised learning to deep learning, culminating in a portfolio-ready capstone project.

• edX
• 9 weeks, 21-25 hours/week
• Self-Paced
• $894.00

High Availability cluster with PROXMOX and CEPH

980 ratings at Udemy

Master high availability clustering by building a redundant, scalable system using Proxmox and Ceph for small deployments, featuring live migration, automated failover, and zero-downtime storage expansion.

• Udemy
• 3 hours 31 minutes
• Self-Paced
• Paid Course

IBM Websphere Network Deployment 8.5.5 Administration

977 ratings at Udemy

Master WebSphere Application Server ND 8.5.5 deployment, configuration, and maintenance, including clustering, security, and enterprise Java application management for mission-critical environments.

• Udemy
• 1 day 10 hours 19 minutes
• Self-Paced
• Paid Course

End to End Data Science Practicum with Knime

801 ratings at Udemy

Applied Data Science Concepts and Techniques with Knime and hands on examples

• Udemy
• 9 hours 13 minutes
• Self-Paced
• Paid Course

Understanding CouchDB 3: Learn Basic & Advanced NoSQL Skills

789 ratings at Udemy

Learn this NoSQL Database and Go From Beginner to Advanced with CouchDB

• Udemy
• 6 hours 48 minutes
• Self-Paced
• Paid Course

Deep Learning Intuition - Lecture 2

Explore deep learning intuition with Stanford experts, covering logistic regression, face verification, neural architectures, and advanced applications in computer vision and image processing.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

sentdex

Unsupervised Machine Learning - Flat Clustering with KMeans with Scikit-Learn and Python

Explore flat clustering with KMeans using Scikit-learn and Python. Learn to categorize unlabeled data into specified groups through hands-on coding and visualization techniques.

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