Luis Garcia FuentesDatabricks MLOps basic pipelineAn introduction to how to perform MLOps in Databricks for data scientists used to code locally.Jul 14, 2023Jul 14, 2023
Luis Garcia FuentesBetter Web automation using orthogonal principles, with a practical exampleWrite code that is easier to maintain and less likely to breakMay 4, 2023May 4, 2023
Luis Garcia FuentesCrash course on NLP; pre-processing and vectorizationGet your text data model readyApr 18, 2023Apr 18, 2023
Luis Garcia FuentesScope Creep: Data Analyst’s NightmareDon’t Let Scope Creep Sneak Up on YouMar 23, 2023Mar 23, 2023
Luis Garcia Fuentesx50 Faster Fuzzy MatchingStop using Levenshtein distance, use cosine similarity on character n-gram vectorsOct 11, 20221Oct 11, 20221
Luis Garcia FuentesAvoiding Hypothesis Test pitfalls; using the right test and non-normal distributed dataHow to correctly conduct t-testsAug 14, 2022Aug 14, 2022
Luis Garcia FuentesLean UX design for DashboardsHow to make great dashboards with Lean UX and AgileMay 7, 2022May 7, 2022
Luis Garcia FuentesAn intuitive and visual guide to the mathematics behind gradient descentWithout any calculus, you will be able to understand the actual mathematics behind the concept of gradient descent.Mar 13, 2022Mar 13, 2022
Luis Garcia FuentesTranslation in Python, the sustainable way; Using deep-translator library“A flexible free and unlimited python tool to translate between different languages in a simple way using multiple translators.”Oct 12, 20211Oct 12, 20211
Luis Garcia FuentesPractical econometrics; Difference-in-differences — Multiple groups and periods in Python (Fixed…A refresher, explanation, and the python code. No derivation! Somewhat technical but if you read the title and understood it, you are…Sep 3, 20214Sep 3, 20214
