Abel AKRetrieval-Augmented GenerationRAG, or Retrieval-Augmented Generation, is a smart way to help computers understand and answer questions, almost like a super-smart helper…Feb 21Feb 21
Abel AKData Resampling using PythonData resampling is a technique that helps you adjust the frequency or granularity of your data. It’s like changing the resolution of a…Oct 24, 2023Oct 24, 2023
Abel AKMastering Regression Analysis with ElasticNet: A Powerful Tool for Predictive ModelingElasticNet is a tool used in data analysis to predict things. It’s like a mix of two other tools, Lasso and Ridge regression. It’s handy…Oct 21, 2023Oct 21, 2023
Abel AKExplaining Machine Learning Predictions with SHAP Values: A Practical Guidelet’s walk through a simplified example of using SHAP values in a machine learning project. In this example, we’ll use a binary…Oct 18, 2023Oct 18, 2023
Abel AKA Guide to Hyperparameter Tuning: Enhancing Machine Learning ModelsIntroductionOct 16, 2023Oct 16, 2023
Abel AKUnlocking the Power of Dimensionality Reduction Techniques: SelectKBest vs. PCASelectKBest and PCA (Principal Component Analysis) are both techniques used in feature selection and dimensionality reduction in machine…Oct 16, 2023Oct 16, 2023
Abel AKAssumptions of Linear Regression.Certainly! Here are the key assumptions of linear regression in simpler terms:Oct 16, 2023Oct 16, 2023
Abel AKClever Cuts: Uncovering the Power of SelectKBest for Feature Selection in Machine LearningSelectKBest is a feature selection technique in machine learning that is available in the scikit-learn library (sklearn), which is a…Oct 15, 2023Oct 15, 2023
