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
• 20 hours 6 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)

Unsupervised Learning and Clustering

Master unsupervised learning algorithms from scratch, including k-Means, PCA, and DBSCAN. Build clustering implementations, visualize results, and evaluate performance using essential metrics.

• CodeSignal
• On-Demand
• Free Certificate

K-means Clustering Decoded

Master K-means clustering techniques to group data effectively, from theoretical foundations to practical implementation using Python, with focus on visualization, evaluation metrics, and optimal cluster selection.

• CodeSignal
• On-Demand
• Free Certificate

Cluster Performance Unveiled

Master advanced clustering validation techniques using Silhouette Score, Davies-Bouldin Index, and Cross-Tabulation Analysis to optimize algorithm performance and identify ideal cluster structures.

• CodeSignal
• On-Demand
• Free Certificate

Microcredential

Mastering Clustering in Machine Learning

Master clustering algorithms and validation techniques for unsupervised machine learning, from K-means and DBSCAN to hierarchical methods and performance metrics.

• CodeSignal
• On-Demand
• Free Certificate
• 4 courses

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

Business Analytics for Decision Making

1806 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

81 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

122 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)

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

Cluster Analysis in Python

In this course, you will be introduced to unsupervised learning through techniques such as hierarchical and k-means clustering using the SciPy library.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Cluster Analysis and Unsupervised Machine Learning in Python

5145 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

2259 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