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Exploring dates and times in Python with a business analytics focus - hselab.org
http://www.hselab.org/exploring-dates-and-times-in-python-with-a-business-analytics-focus.html
Exploring dates and times in Python with a business analytics focus. Wed 25 June 2014. For many of us in the business analytics world, working with dates and times is bread and butter stuff. We can work all kinds of magic with Excel's serial datetimes and worksheet functions like DATEVALUE(), WEEKDAY(), MONTH(), DATE() and many more. We can wield VBA functions like DateDiff. In R, I quickly learned to love the lubridate package. And then I started to learn about dates and times in Python and started to k...
Teaching note: A VBA driven staff scheduling optimization tool - hselab.org
http://www.hselab.org/teaching-note-a-vba-driven-staff-scheduling-optimization-tool.html
Teaching note: A VBA driven staff scheduling optimization tool. Wed 18 December 2013. One of the examples I use in my business analytics class to illustrate the power of optimization based decision support tools involves a simple shift scheduling problem. I've developed two different spreadsheet models for a one day, 24 hour, shift scheduling problem. Here's a screenshot from the second model:. Shift Scheduling Model 2: Understaffing penalized. In class, I use this to show a number of things:. Presentati...
hselab.org
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Learning Python - suggestions and resources for business analytics students and professionals. Wed 18 December 2013. As I've been learning and using Python more and more for business analytics'ey things that I previously would have done in Excel or Access with some VBA sprinkled in, I thought it would be a good idea to put together a list . Teaching note: A VBA driven staff scheduling optimization tool. Wed 18 December 2013. Xkcd on the Monty Hall problem. Wed 30 October 2013. Ggplot coming to Python?
About hselab.org - hselab.org
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The primary, preliminary, modest objectives of this project are:. Release some of the models and software we've developed as open source projects in the hope that others in the healthcare IE/OR community will find them useful. Share some of the things we've learning about creating healthcare analytics tools, especially using open source tools. Continue to learn about the potential for the latest web technologies to facilitate the spread of healthcare analytics tools and concepts.
hselab.org
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Concatenating csv files using pandas. Wed 09 March 2016. As part of a research project on hospital capacity planning, I ended up running many computer simulations. For example, there were 150 different scenarios, each requiring 25 runs (replications) of the simulation model. Each run generated a log file that was subsequently processed by a Python script. Much of this . New version of hillmaker (finally) released - and it's Python. Fri 22 January 2016. Wed 14 January 2015. Thu 01 January 2015. In earlier...
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Exploration of metamodels for simulation models of patient flow systems (Part 1). Mon 05 February 2018. Simulation metamodeling involves building predictive models based on outputs of designed simulation experiments. In this series of posts we'll share our experience with using the R package. For building and comparing several predictive modeling based metamodels including linear models, neural networks, random forests, k-nearest neighbor, and cubic splines. Fri 11 August 2017. In a previous post. Compar...
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