Analytic Investigations (Advanced Training)

Overview

I designed this course for the experienced professional. It is a companion to analytic courses in this series, and will leverage the knowledge and skills you have already developed.

We begin with a brief overview of basic analytics, before diving into the advanced training where you will how to convert an Association Matrix (AM) into a Link Analysis Chart.

Syllabus

• Introduction to Advanced Analytics
Brief review of fundamental concepts in analytics
Overview of analytic courses in the series
• Fundamentals of Association Matrices
Definition and importance of Association Matrices in data analysis
Practical examples and use cases
• Conversion Techniques
Methods for transforming an Association Matrix into a Link Analysis Chart
Step-by-step process breakdown
• Tools and Software
Overview of software options for creating Link Analysis Charts
Hands-on practice with popular tools (e.g., Gephi, i2 Analyst's Notebook)
• Advanced Link Analysis
Understanding and interpreting complex network graphs
Identifying patterns and insights from Link Analysis Charts
Case studies highlighting advanced applications
• Practical Exercises and Workshops
Real-world scenarios for practice
Group projects to apply conversion techniques
• Troubleshooting and Optimization
Common challenges in converting AM to Link Analysis Charts
Strategies for optimizing chart clarity and insight
• Conclusion and Next Steps
Recap of key learnings
Resources for continued learning and professional development in analytics
• Assessment and Certification
Overview of assessment methods
Criteria for certification completion

Taught by

Eugene Matthews

Subjects

Data Science