Luis Garcia FuentesDatabricks MLOps basic pipelineAn introduction to how to perform MLOps in Databricks for data scientists used to code locally.4 min read·Jul 14, 2023----
Luis Garcia FuentesBetter Web automation using orthogonal principles, with a practical exampleWrite code that is easier to maintain and less likely to break6 min read·May 4, 2023----
Luis Garcia FuentesCrash course on NLP; pre-processing and vectorizationGet your text data model ready6 min read·Apr 18, 2023----
Luis Garcia FuentesScope Creep: Data Analyst’s NightmareDon’t Let Scope Creep Sneak Up on You4 min read·Mar 23, 2023----
Luis Garcia Fuentesx50 Faster Fuzzy MatchingStop using Levenshtein distance, use cosine similarity on character n-gram vectors6 min read·Oct 11, 2022--1--1
Luis Garcia FuentesAvoiding Hypothesis Test pitfalls; using the right test and non-normal distributed dataHow to correctly conduct t-tests6 min read·Aug 14, 2022----
Luis Garcia FuentesLean UX design for DashboardsHow to make great dashboards with Lean UX and Agile7 min read·May 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.10 min read·Mar 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.”5 min read·Oct 12, 2021--1--1
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…9 min read·Sep 3, 2021--4--4