Satya MamidiRetrieval Augmented Generation (RAG): Bridging Memory and Search in AIArtificial Intelligence (AI) has made leaps in generating human-like text and answering questions accurately, but there are limitations…Oct 28Oct 28
Satya MamidiProduct Analysis with A/B Testing and Causal Inference: A Practical ApproachProduct teams face constant pressure to innovate and optimize, often relying on data to guide decisions. A/B testing and causal inference…Oct 28Oct 28
Satya MamidiAn In-Depth Guide to Ensemble Techniques and the Power of Random Forest in Machine LearningIn machine learning, ensemble techniques combine multiple models to improve overall predictive performance, harnessing the “wisdom of…Oct 28Oct 28
Satya MamidiData Exploration with LLMData exploration is the first step in data analysis involving the use of data visualization tools and statistical techniques to uncover…Dec 22, 2023Dec 22, 2023
Satya MamidiStandardization and NormalizationFeature scaling is one of the important step in data preprocessing that attempts to equalize the range of values for all the columns. Most…Mar 7, 2023Mar 7, 2023
Satya MamidiRegularization in MLThe main objective of training data in machine learning model is to fits the data properly and reduce the loss. Sometimes the model that is…Mar 7, 2023Mar 7, 2023
Satya MamidiParametric and Non-Parametric TestStatistical test are classified into Parametric and Nonparametric based on some assumptions. First and far most assumption is that the data…Oct 23, 2022Oct 23, 2022
