PinnedAman GuptainGeek CultureXGBoost versus Random ForestThis article explores the superiority of XGBoost over Random Forest subject to certain circumstances.5 min read·Apr 26, 2021--2--2
Aman GuptaUnveiling the Creative Enigma: Navigating the Future of Generative AIBreaking Ground: Exploring the Landscape of Generative AI6 min read·Dec 15, 2023----
Aman GuptaDecoding Data Dynamics: The Evolution and Future Frontier of Weight of Evidence in Modern AnalyticsFrank, the giant, muscly, green man with a flat head, wearing dark green shorts, has no alibi. Several witnesses either saw him kill Bob…7 min read·Dec 9, 2023----
Aman GuptainGeek CultureChatGPT: Enhancing Analytics Workflows, Not Replacing ProfessionalsWhy ChatGPT is a Tool, Not a Replacement: The Continued Value of Analytics Professionals3 min read·Jan 22, 2023----
Aman GuptainGeek CultureVector Auto-Regressive (VAR) Models for Multivariate Time Series ForecastingThe Vector Auto Regression (VAR) model is one of the most successful, and easy to use models for the analysis of multivariate time series.7 min read·Sep 5, 2021----
Aman GuptainGeek CultureThe ROCK Algorithm in Machine Learning‘If You Smell, What The Rock Is Cooking!’5 min read·Jun 7, 2021----
Aman GuptainGeek CultureFuzzy C-Means Clustering (FCM) Algorithm in Machine LearningFuzzy logic principles can be used to cluster multidimensional data, assigning each point a membership in each cluster center from 0 to…5 min read·Jun 2, 2021--2--2
Aman GuptainGeek CultureBalanced Iterative Reducing and Clustering using Hierarchies — BIRCHThe biggest challenge with clustering in real-life scenarios is the volume of the data and the consequential increase in the complexity…6 min read·Jun 2, 2021----
Aman GuptainGeek CultureX-Means Algorithm — A Complement to the K-Means Algorithm.4 min read·May 27, 2021----
