Teaching/Trainings

Teaching is a passion for me.  I was the recipient of the Excellence in Teaching Award at the University of Wisconsin-Milwaukee’s College of Engineering & Applied Sciences. I have conducted many trainings in the industry related to:

  1. Watson Analytics
  2. Supervised Machine Learning
  3. Unsupervised Machine Learning (K-means Clustering, BIRCH, DBSCAN, etc.)
  4. Text Analytics
  5. Predictive Analytics

I have taught courses at all levels: Ph.D., Master’s, and Undergraduate students at the University of Wisconsin-Milwaukee (UWM).

Operations Analysis (Undergraduate class)
Deterministic & Stochastic Inventory Control
Operations Scheduling
Project Scheduling
Forecasting
Queueing


Operations Research-II (Undergraduate & Graduate-M.S., Ph.D.)
Random variables
Markov Chain modeling
Markov decision processes
Queueing
All topics have practical examples from classic Industrial Engineering problems (inventory control, machine maintenance & replacement, capacity expansion, etc.)


Decision making Under Uncertainty (Graduate-M.S., Ph.D.)
Intro to Discrete and Continuous time Markov Chains
Markov Decision Processes (finite & Infinite Horizon)
Reinforcement Learning (Simulation-based Dynamic Programming)
Game theory (applications in energy and environmental issues, obtaining Nash equilibria using diagonalization, RL, MPEC/EPEC)
All topics have practical examples from classic Industrial Engineering problems (inventory control, machine maintenance & replacement, capacity expansion, etc.)


Statistics for Engineers (Undergraduate)
Probability
Random Variables and Probability Distribution Functions
Hypothesis Testing
Confidence Interval Estimation


Engineering Statistical Analysis  (Graduate-M.S., Ph.D.)
[all topics covered with Excel/R]
Hypothesis Testing
Confidence Interval Estimation
Simple Linear Regression
Multiple Linear Regression
Quadratic Regression
Piecewise Linear Regression
Logistic Regression


At University of South Florida

Probabilistic Operations Research (Undergraduate) (2007-2009)

Courses for which I served as a TA:


Simulation with ARENA (Graduate and Undergraduate sections for 3 semesters)
Engineering Economics (TA for 2  semesters)

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