Rafael DuarteDon't Turn LeftHow UPS saves money and time by avoiding left turnsDec 12, 2023Dec 12, 2023
Rafael DuarteinDataDrivenInvestorUnraveling Marketing Mix Modeling: Data-Based Strategies for SuccessMarketing Mix Modeling (MMM) has emerged as a crucial tool for companies seeking to enhance their marketing strategies and optimize return…Dec 5, 2023Dec 5, 2023
Rafael DuarteVivino: Hero of The People or Villain of The Wine World?We all know Vivino isn't perfect. But does that mean it's bad?Nov 30, 2023Nov 30, 2023
Rafael DuarteHow to Evaluate Regression ModelsUnderstand the main metrics to optimize your models and improve your results.Nov 20, 2023Nov 20, 2023
Rafael DuarteFeature Selection and Feature Engineering: Building Machine Learning Models with Quality DataThe book “Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow” in its 3rd edition is an excellent source of knowledge for…Nov 8, 2023Nov 8, 2023
Rafael DuarteSimplifying Machine Learning with AutoGluonMachine Learning is a powerful tool that can be used to solve a variety of complex problems, from stock price prediction to image…Nov 6, 20231Nov 6, 20231
Rafael DuarteClass Weight, SMOTE, Random Over, and Under SamplingData balancing is a critical concern in Machine Learning tasks, especially when dealing with imbalanced datasets where one class has many…Nov 3, 2023Nov 3, 2023
Rafael DuarteStructuring a Machine Learning Project: From Start to FinishThe successful implementation of a Machine Learning project requires a structured and disciplined approach.Nov 1, 2023Nov 1, 2023
Rafael DuarteExploring Supervised and Unsupervised LearningUnderstanding the Two Pillars of Machine LearningOct 31, 2023Oct 31, 2023
Rafael DuarteData Standardization and Normalization in Machine LearningData normalization and standardization are fundamental techniques in Machine Learning to prepare data before feeding it to models.Oct 30, 20232Oct 30, 20232