Ana PreciadoThe Power Of Embedding Clustering: Leveraging Open AI to Analyze Common Themes in Recent High…What can movie text data tell us about the different film industry market clusters, and how can we use it to develop a cluster based…Aug 7, 2023Aug 7, 2023
Ana PreciadoPCA for ML business insights: using dimensionality reduction to identify error profiles in your…Introduction:Jul 5, 2023Jul 5, 2023
Ana PreciadoinTowards Data ScienceOversampling: A PCA-KNN ApproachLeverage majority class information to improve predictionsNov 10, 2021Nov 10, 2021
Ana PreciadoinTowards Data ScienceApplying a clustering algorithm to feature contributionIf you have deep-dived into the world of machine learning explainability for ensemble algorithms like xgboost and lightgbm, you have…Feb 28, 20211Feb 28, 20211
Ana PreciadoEl cafe del martes — 16 de Febrero 2021Hola lector. Bienvenido a la primera edición de el cafe del martes. “El cafe del martes” es lo que comienza como una publicación semanal…Feb 16, 2021Feb 16, 2021
Ana PreciadoControl charts: what are they and how to use them.Although it may sound counter-intuitive, variation in a process’s output is not an inherently wrong concept. It’s normal to expect a…Feb 13, 2021Feb 13, 2021
Ana PreciadoWhy should I compare recall to precision instead of the false positive rate when dealing with…Background photo created by bedneyimages — www.freepik.comFeb 13, 2021Feb 13, 2021
Ana PreciadoWhy“The Seven Husbands of Evelyn Hugo” felt like an empty story at its ending.I finished this book recently, and I found it incredibly emotional. I have to admit I nearly cried at the end when (spoiler alert!) Evelyn…Jan 30, 2021Jan 30, 2021
Ana PreciadoWhy is it important to practice self-compassionWhy self-compassion?Jan 14, 2021Jan 14, 2021
Ana PreciadoinTowards Data ScienceLightGBM Algorithm: An end to end review on the trees to DataFrame methodFor this article, I will be using the following academic paper as a reference…Nov 8, 2020Nov 8, 2020
