Cluster Analysis Courses and Certifications

Análisis Multivariable en SPSS

23 reviews

En este curso en línea te enseñaremos como realizar Análisis Multivariado para la toma de decisiones en los negocios, personales y en las instituciones, utilizando bases de datos multivariantes.

• edX
• 5 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning With Big Data

14 reviews

Explore, analyze, and leverage big data using machine learning techniques. Learn to design approaches, prepare data, construct models, and scale solutions using open-source tools and Spark.

• Coursera
• 21 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

Cluster Analysis in Data Mining

7 reviews

Explore clustering methodologies, algorithms, and applications in data mining. Learn partitioning, hierarchical, and density-based methods, along with validation techniques and real-world examples.

• Coursera
• 16 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Science Fundamentals

Demystify data science through key skills, techniques, and concepts. Explore analytics, statistical modeling, data engineering, big data manipulation, and data mining algorithms.

• Coursera
• 17 weeks, 1 hour a week
• On-Demand
• Paid Course
• 4 courses

Microcredential

Data Mining

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
• 35 weeks, 4 hours a week
• On-Demand
• Paid Course

Business Analytics for Decision Making

1797 ratings at Coursera

Learn to create data-driven decision models using cluster analysis, Monte Carlo simulation, and optimization techniques with Excel and Analytic Solver Platform. No coding or advanced statistics required.

• Coursera
• 8 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Advanced Business Analytics Capstone

80 ratings at Coursera

Analyze financial loan data to guide investment decisions through data preprocessing, predictive analytics, prescriptive analytics, and result presentation for optimal portfolio allocation.

• Coursera
• 19 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

Survey analysis to Gain Marketing Insights

120 ratings at Coursera

Learn advanced survey analysis techniques for marketing insights, including factor analysis, customer segmentation, and perceptual mapping. Apply statistical methods to convert survey data into actionable marketing strategies within the STP framework.

• Coursera
• 5 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Quantitative Marketing Research

Learn how to design a quantitative market research project, and implement specific methods, interpret data and come up with marketing decisions.

• edX
• 5 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

Cluster Analysis and Unsupervised Machine Learning in Python

5045 ratings at Udemy

Data science techniques for pattern recognition, data mining, k-means clustering, and hierarchical clustering, and KDE.

• Udemy
• 7 hours 56 minutes
• On-Demand
• Paid Course

Machine Learning- From Basics to Advanced

2250 ratings at Udemy

A beginners guide to learn Machine Learning (including Hands-on projects - From Basic to Advance Level)

• Udemy
• 6 hours 49 minutes
• On-Demand
• Paid Course

Machine Learning 101 with Scikit-learn and StatsModels

786 ratings at Udemy

New to machine learning? This is the place to start: Linear regression, Logistic regression & Cluster Analysis

• Udemy
• 5 hours 17 minutes
• On-Demand
• Paid Course

Data Mining with R: Go from Beginner to Advanced!

403 ratings at Udemy

Learn to use R software for data analysis, visualization, and to perform dozens of popular data mining techniques.

• Udemy
• 12 hours
• On-Demand
• Paid Course

Applied Multivariate Analysis with R

345 ratings at Udemy

Learn to use R software to conduct PCAs, MDSs, cluster analyses, EFAs and to estimate SEM models.

• Udemy
• 12 hours
• On-Demand
• Paid Course

Applied Machine Learning in R

270 ratings at Udemy

Get the essential machine learning skills and use them in real life situations

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