oogway8020
Joined 7 years ago
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35
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Member since
Apr 22
Joined 7 years ago
I am currently working on a small project that has to use some python libraries because they are just not available in ruby (CAD application). While I can use flask for routing, it's the DB query lib that makes me split it in two, roda+sequel for all front/back end, and passing json only to second part (python flask) that will generate required objects.
Good luck with your book.
I'm very excited that such project exists, API is super nice, you can hook it up with a web server and anything else in python ecosystem. Then our sales people who are tech knowledgeable, but are not engineers can do this for customers without going to engineering. This saves time and shortens the sales cycle
First learn some basic probability theory: Peter K. Dunn (2024). The theory of distributions. https://bookdown.org/pkaldunn/DistTheory
Then frequentist statistics: Chester Ismay, Albert Y. Kim, and Arturo Valdivia - https://moderndive.com/v2/ Mine Çetinkaya-Rundel and Johanna Hardin - https://openintrostat.github.io/ims/
Finally Bayesian: Johnson, Ott, Dogucu - https://www.bayesrulesbook.com/ This is a great book, it will teach you everything from very basics to advanced hierachical bayesian modeling and all that by using reproducible code and stan/rstanarm
Once you master this, next level may be using brms and Solomon Kurz has done full Regression and Other Stories Book using tidyerse/brms. His knowledge of tidyverse and brms is impressive and demonstrated in his code. https://github.com/ASKurz/Working-through-Regression-and-oth...