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Cluster Analysis

by Dragan Gašević , Vitomir Kovanović , Srećko Joksimović
  • 0.0
3 Weeks
Learn how to conduct a cluster analysis to discover important patterns in student behavior using the popular Weka data mining toolkit. Cluster analysis enables the identification of common, archetypal patterns of student interactions, which can lead to better understanding of student learning behaviors and provision of personalized feedback and interventions. How to interpret cluster analysis results...
$99
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Cluster Analysis, Association Mining, and Model Evaluation

by Dursun Delen , Julie Pai
  • 0.0
Approx. 4 hours to complete
Welcome to Cluster Analysis, Association Mining, and Model Evaluation. In this course we will begin with an exploration of cluster analysis and segmentation, and discuss how techniques such as collaborative filtering and association rules mining can be applied. Cluster Analysis and Segmentation Cluster Analysis and Segmentation Cluster analysis and segmentation Collaborative filtering and market basket analysis...
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Machine Learning for Data Analysis

by Jen Rose , Lisa Dierker
  • 4.2
Approx. 10 hours to complete
K-Means Cluster Analysis What Is a k-Means Cluster Analysis? Running a k-Means Cluster Analysis in SAS, pt. Running a k-Means Cluster Analysis in SAS, pt. Running a k-Means Cluster Analysis in Python, pt. Running a k-Means Cluster Analysis in Python, pt. k-Means Cluster Analysis Limitations SAS Code: k-Means Cluster Analysis Python Code: k-Means Cluster Analysis...
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Cluster Analysis- Theory & workout using SAS and R

by Gopal Prasad Malakar
  • 3.7
5 hours on-demand video
About the course - Cluster analysis is one of the most popular techniques used in data mining for marketing needs. Different type of cluster analysis Cluster Analysis – high level view Hierarchical clustering – Agglomerative or Divisive technique Dendogram – What it is? Cluster analysis in data mining scenario Assignment on cluster analysis...
$12.99
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Machine Learning With Big Data

by Mai Nguyen , Ilkay Altintas
  • 4.6
Approx. 22 hours to complete
Regression, Cluster Analysis, and Association Analysis Cluster Analysis Association Analysis Association Analysis in Detail Cluster Analysis in Spark Slides: Cluster Analysis Slides: Association Analysis Cluster Analysis in Spark PDFs of Cluster Analysis in Spark Hands-On Readings Regression, Cluster Analysis, & Association Analysis Cluster Analysis in Spark Quiz...
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Cluster Analysis in Data Mining

by Jiawei Han
  • 4.5
Approx. 17 hours to complete
Discover the basic concepts of cluster analysis, and then study a set of typical clustering methodologies, algorithms, and applications. Finally, see examples of cluster analysis in applications. What is Cluster Analysis Applications of Cluster Analysis 9 Cluster Stability...
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Business Analytics for Decision Making

by Manuel Laguna
  • 4.6
Approx. 9 hours to complete
We will start with cluster analysis, a technique for data reduction that is very useful in market segmentation. Data Exploration and Reduction — Cluster Analysis What is Cluster Analysis Cluster Analysis with Excel Cluster Analysis with XLMiner Risk Analysis and Monte Carlo Simulation What-if Analysis and the Sensitivity Report...
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Data Mining Through Cluster Analysis Using Python

by Ermin Dedic
  • 4.2
1 hour on-demand video
For example, the conclusion of a cluster analysis could result in the initiation of a full scale experiment....
$12.99
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Taming Big Data with Apache Spark and Python - Hands On!

by Sundog Education by Frank Kane
  • 4.5
7 hours on-demand video
“Big data" analysis is a hot and highly valuable skill – and this course will teach you the hottest technology in big data: Apache Spark. Translate complex analysis problems into iterative or multi-stage Spark scripts Frame big data analysis problems as Spark problems Use Amazon's Elastic MapReduce service to run your job on a cluster with Hadoop YARN...
$15.99
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Minitab Training

by CourseStacks Inc.
  • 3.9
1.5 hours on-demand video
Minitab provides a quick, effective solution for the level of analysis required in most Six Sigma projects....
$11.99
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