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Python Training by Dan Bader    Are you interested in practicing your Python skills while learning how to solve astrophysics and astronomy problems Christopher Trudeau is back on the show this week, bringing another batch of PyCoder’s Weekly articles and projects. Links from the show: https: realpython.com podcasts rpp ...

Python Simplified   

PyData    www.pydata.org This tutorial will introduce how to train machine learning models for time to event prediction tasks health care, predictive maintenance, marketing, insurance... without introducing a bias from censored training and evaluation data. PyData is an educational program of NumFOCUS, a...

PyData    www.pydata.org When it comes to open source contributions design is often a second thought. There is a plethora of innovative open source software that is made with little or no contribution from experienced designers, which often leads to inconsistent interfaces, confusing interactions, and...

PyData    www.pydata.org Artificial Intelligence is all the rage, largely thanks to generative systems like ChatGPT, Midjourney, and the like. These commercial systems are very sophisticated and powerful, but also a bit opaque if you want to learn how they work or adapt them to your needs. What happens...

PyData    www.pydata.org Versatility. ;v ;r s ; ;t ;l ; ti noun: ability to adapt or be adapted to many different functions or activities. Often our ecosystems limit us to one technology stack framework solution that we end up working on day to day. Maybe because the framework...

PyData    www.pydata.org As data practitioners, we often rely on the data engineering teams upstream to deliver the right data needed to train ML models at scale. Deploying these ML models as a data application to downstream business users is constrained by one rsquo;s web development experience. Using...

PyData    www.pydata.org Pandas, Polars, and DuckDB can influence outcomes like productivity, integration, and velocity. This tutorial offers an introduction to three Python libraries: Pandas, Polars, and DuckDB. Attendees will be provided with an opportunity not only to comprehend the functionalities of...

PyData    www.pydata.org Data compression is not a one codec fits all problem. It necessarily involves a trade off between compression ratio and speed. A higher compression ratio usually results in a slower compression process. Depending on the needs, one may want to prioritize one over the other. The issue...