Course Outline
Introduction
Cluster Analysis for Government
- Definition of cluster analysis
- Types of clustering methods
Further Exploration of Cluster Analysis for Government
- Distinction between cluster analysis and object segmentation
- Comparison of hierarchical and non-hierarchical clustering techniques
Preparing the Development Environment for Government Use
- Installing and configuring SAS for government operations
- Installing and configuring R for government data analysis
Conducting Cluster Analysis with SAS for Government
- Importing data into SAS for government projects
- Standardizing data for consistent analysis in government applications
- Implementing hierarchical clustering techniques in SAS for government datasets
- Interpreting the output of cluster analysis in a government context
- Working with K-means clustering for non-hierarchical data in government studies
- Interpreting the results of non-hierarchical clustering in government applications
Conducting Cluster Analysis with R for Government
- Utilizing hierarchical clustering functions in R for government data
- Employing non-hierarchical clustering functions in R for government datasets
Summary and Conclusion for Government Use
Requirements
- Proficiency in R programming for government applications
- Experience with SAS software
Audience
- Data Analysts for government agencies
Testimonials (2)
Abhi has excellent knowledge of Alteryx and he explained things very clearly. He understood our goals and created bespoke demo datasets that were relevant to our organisation, which was very impressive. The training was well-structured and delivered at a good pace, with time for questions.
Samuel Taylor - Manchester Metropolitan University
Course - Alteryx for Data Analysis
Deepthi was super attuned to my needs, she could tell when to add layers of complexity and when to hold back and take a more structured approach. Deepthi truly worked at my pace and ensured I was able to use the new functions /tools myself by first showing then letting me recreate the items myself which really helped embed the training. I could not be happier with the results of this training and with the level of expertise of Deepthi!
