Miscellanea
Nice pages and resources related to Operations Research practice
In Erwin Kalvelagen’s blog, he shares many technical notes related to the design, implementation and deployment of optimization and data science applications.
Operations Research Stack Exchange is a recently created site for operations research and analytics professionals, educators, and students.
Paul Rubin shares a lot of useful comments related to operations resrarch modelling and software in his blog OR in an OB world
Punk Rock OR contains many relevant articles about supply chains and operations research.
People I recommend following
Noah Gift definitely an expert in technology, automation and cloud computing services.
Cassie Kozyrkov Chief Decision Scientist @ Google.
Allie K. Miller AI business leader @ Amazon.
(Not-very-)random useful stuff
Nice resources, I plan to categorize by topics as it keeps growing.
- https://sparkbyexamples.com/
- https://machinelearningmastery.com/blog/
- https://eng.uber.com/
- https://airbnb.io/
- https://medium.com/bcggamma
- https://multithreaded.stitchfix.com/blog/2019/09/10/stochastic-optimization/
- https://aws.amazon.com/es/whitepapers
- https://jckantor.github.io/ND-Pyomo-Cookbook/
- https://github.com/andkret/Cookbook
- https://jakevdp.github.io/PythonDataScienceHandbook/
- https://blog.mapbox.com/logistics/home
- https://eng.lyft.com
- https://research.fb.com/blog/2018/09/efficient-tuning-of-online-systems-using-bayesian-optimization/
- https://tech.instacart.com/tagged/data-science
- https://nvie.com/posts/a-successful-git-branching-model/
- https://norvig.com/
- https://engineering.pivotal.io/post/test-driven-development-for-data-science/
- https://github.com/lyst/MakingLyst/tree/master/code-reviews
- https://www.kevinlondon.com/2015/05/05/code-review-best-practices.html
- http://blog.cleancoder.com/uncle-bob/2014/12/17/TheCyclesOfTDD.html
- https://speakerdeck.com/pycon2014/getting-started-testing-by-ned-batchelder?slide=39 + https://www.youtube.com/watch?v=FxSsnHeWQBY
- https://algorithmia.com/blog/how-to-version-control-your-production-machine-learning-models
- https://missing.csail.mit.edu/
- https://blog.getdbt.com/how-we-made-dbt-runs-30--faster/
- https://www.linkedin.com/pulse/writing-clean-optimization-code-here-some-simple-rules-oberdieck/
- http://plato.asu.edu/bench.html
- http://www.optimization-online.org/
- https://www.cleverism.com/operations-research-best-practices/
- http://www.vrp-rep.org/
- https://github.com/pysal
- https://www.warehouse-science.com/
- https://www.youtube.com/watch?v=i9TRi7r3NxM
- https://geoffboeing.com/2019/02/osmnx-docker-container/
- https://uoa-eresearch.github.io/eresearch-cookbook/recipe/2014/11/20/conda/
- https://programminghistorian.org/
- https://cmdlinetips.com/
- https://ojmo.centre-mersenne.org/
- https://talks.discreteopt.com/
- https://www.joelonsoftware.com/2000/08/09/the-joel-test-12-steps-to-better-code/
- https://albahnsen.com/slides-ai-rappi/
- http://www.pokutta.com/blog/pages/scip/scip-teaching.html
- https://dm872.github.io/
- https://scipopt.github.io/PySCIPOpt/docs/html/index.html