Jonathan SerranoinTowards Data ScienceMaking the Case for Test-Driven Development in Machine LearningDiscover how Test-Driven Development (TDD) transforms ML project outcomes. This article unveils why TDD is beneficial and easy to…Apr 221Apr 221
Jonathan SerranoinPython in Plain EnglishHigher order functions in Python: the what, the why, and the howA detailed explanation of the concept of higher-order functions,Feb 1Feb 1
Jonathan SerranoMy experience as an Algorithmics franchisee: an honest perspectiveMy journey as an Algorithmics franchisee was a mix of ups and downs, valuable learnings, and unexpected challenges. In this narrative, I…Jan 141Jan 141
Jonathan SerranoAbout the PhD dissertation of Dr. Emmet Brown (just for fun)Today I had quite an interesting chat with Mr. ChatGPT about Dr. Emmet Brown, a scientific eminence related to the quantum physics and time…Jan 12Jan 12
Jonathan SerranoinTowards Data ScienceHow to frame a regression problem as a classification problem to account for uncertaintyIn this post I argue for the benefits of framing a regression problem as a classification problem for business decision making.Aug 30, 2022Aug 30, 2022
Jonathan SerranoCallables and functions in Python: a simple explanation with an exampleWhen I read the book Bayesian Methods for Hackers I found many times code like this.May 14, 20221May 14, 20221
Jonathan SerranoA conceptual pythonic explanation of hashtablesI read once in a Google recruiting email something about hash tables.May 1, 2022May 1, 2022
Jonathan SerranoDeploy a FastAPI app to production using Docker and AWS ECRThere is this new word lurking around recently: MLOps. I bet you have heard of it. It is not a narrow term since its scope includes the…Apr 14, 20221Apr 14, 20221
Jonathan SerranoinTowards Data ScienceLong and Wide Formats in Data, ExplainedHow to deal with them Pandas-styleFeb 25, 20222Feb 25, 20222
Jonathan SerranoThe annoying SettingWithCopyWarning in Pandas: what does it mean and how to get rid of itI bet you have been there if you work with Pandas, soon or later you will see this message in your console.Feb 24, 2022Feb 24, 2022