PinnedJonathan SerranoDecoding Enigma: The Crib Strategy and Alan Turing’s Genius Explained Through PythonAlan Turing is often hailed as the father of modern computer science, a genius whose contributions during World War II helped change the…Sep 2Sep 2
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 143Jan 143
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, 20223Feb 25, 20223
