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Teaching

I have taught both Intro level courses (e.g. CGS3300 – Introduction to Information Systems) and advanced topics specific to MIS majors (e.g., Business Intelligence and Business Analytics). I am comfortable teaching both core IS courses (e.g., Introduction to IS, Security, Strategy, Statistics) and applied courses (e.g., Database, System Analysis and Design, Business Intelligence, Business Analytics, Business Programming, Enterprise Information Systems). I designed the Business Analytics course taught at the undergraduate level for business majors at Florida International University. This course is part of the Business Analytics concentration for Information Systems students. The course is comprised of a series of lectures and hands-on exercises. My teaching evaluations so far:

Fall 2016 – CIS4400 – Datawarehousing for Analytics
Course evaluation: 4.5/5.0

Spring 2015 – ISM4420 – Business Analytics.
Course evaluation: 4.5/5.0

Fall 2015 – ISM4420 – Business Analytics. Section U01. It is a new offering for the Analytics track. I designed the course syllabus and developed the content for this course.
Course evaluation: 4.25/5.0

Spring 2015 – CGS3300 – Introduction to Information Systems. Section U02.
Course evaluation: 4.5/5.0

Fall 2014 – QMB4930 – Special Topics in Decision Sciences: Business Intelligence. Sec. U01.
Course evaluation: 4.48/5.0

Fall 2014 – QMB4930 – Special Topics in Decision Sciences: Business Intelligence. Sec. U02.
Course evaluation: 4.83/5.0

Exercises:
– Supervised learning (Classification and Regression)
– Unsupervised learning (Clustering, Customer segmentation, Market Basket Analysis, RFM analysis)
– Social Network Analysis
– Text Mining (Sentiment analysis, Classification)
– Recommendation Systems

Context:
– Healthcare
– Marketing
– Finance

Licensed enterprise-level software:
– SAS Enterprise Miner
– SAS Text Miner
– Watson Analytics
– Tableau

Open source:
– Weka
– R | data analysis & ML
– Python (Scikit-learn, Pandas) | data analysis & ML
– Gephi | network graphs

Other:
– Import.io
– Neo4j