#291: Operational Resilience with Pyomo
Do you have a scientific system that needs optimization or solving? Our guest, on this episode, Clark Petri is here to tell us all about pyomo. This is a library that can solve all sorts of cool probl...
22 Nov 202059min
#290: Side Hustles for Data Scientists
Are you a data scientist looking to branch out on your own and start something new? Maybe you're just looking for a way to work with those exciting libraries that aren't yet in play at the day job. Ra...
13 Nov 20201h 8min
#289: Discovering exoplanets with Python
When I saw the headline "Machine learning algorithm confirms 50 new exoplanets in historic first" I knew the Python angle of this story had to be told! And that's how this episode was born. Join David...
9 Nov 202047min
#288: 10 tips to move from Excel to Python
Excel is one of the most used and most empowering piece of software out there. But that doesn't make it a good fit for every data processing need. And when you outgrow Excel, a really good option for ...
31 Okt 20201h 3min
#287: Testing without dependencies, mocking in Python
We know our unit tests should be relatively independent from other parts of the system. For example, running a test shouldn't generally call a credit card possessing API and talk to a database when yo...
21 Okt 20201h 3min
#286: Python and ML at NASA Jet Propulsion Laboratory (JPL)
NASA's Jet Propulsion Laboratory (JPL)'s primary function is the construction and operation of planetary robotic spacecraft, though it also conducts Earth- orbit and astronomy missions. It is also res...
16 Okt 20201h 7min
#285: Dask as a Platform Service with Coiled
If you're into data science, you've probably heard about Dask. It's a package that feels like familiar APIs such as Numpy, Pandas, and Scikit-Learn. Yet it can scale that computation across CPU cores ...
9 Okt 20201h 11min
#284: Modern and fast APIs with FastAPI
As Python 3 has eclipsed the old constrains of Python 2 and web frameworks that adopted them, we have seen a big jump in new frameworks appearing on the scene taking full advantage of things like type...
4 Okt 20201h 6min
