Published inTowards Data ScienceProbabilistic Data Structures Decoded: Enhancing Performance in Modern ComputingThe Ultimate Guide to Understanding and Implementing Bloom Filters and Count Min Sketch in PythonJan 95Jan 95
Published inTowards Data ScienceAlgorithmic Alchemy with The Fast Fourier TransformThe Ultimate Guide to Mechanics of the FFT Algorithm with Applications in Signal ProcessingJan 73Jan 73
Published inTowards Data ScienceDecoding the Symphony of Sound: Audio Signal Processing for Musical EngineeringThe Ultimate Guide to Time and Frequency Domain Audio Feature Extraction using PythonAug 8, 20231Aug 8, 20231
Published inTowards Data ScienceImprove your Gradient Descent: The Epic Quest for the Optimal StrideTechniques for Optimizing Step-Size/Learning Rate in Gradient Descent for Machine LearningMay 23, 20231May 23, 20231
Published inTowards Data ScienceCharting the Non-Parametric Odyssey: Statistical Frameworks for Distribution-Free Hypothesis…Gauging the Mechanics of the Sign and Wilcoxon Signed Rank TestsMay 10, 20231May 10, 20231
Published inTowards Data ScienceQQ Plotting Your Way to Data Enlightenment: A Hitchhiker’s Guide to the Galaxies of DistributionIs Your Data Normal? The Ultimate Guide to QQ Plots Using RApr 26, 20232Apr 26, 20232
Published inTowards Data ScienceCoupon Collector’s Problem: A Probability MasterpieceUnpacking the intricacies of a classic probability puzzleMar 4, 20232Mar 4, 20232
Published inTowards Data ScienceGambler’s Ruin Problem: A Probability AntiquityUnderstanding one of the most famous problems in probability theoryNov 13, 20222Nov 13, 20222
Published inAnalytics VidhyaWhy is Smoking Injurious to Health? A Probabilistic ViewThere are lots of research papers, academic journals, and articles about the biological impact of smoking on a person’s health. Some papers…Nov 11, 20223Nov 11, 20223
Published inAnalytics VidhyaExpectation & Variance of OLS EstimatesIn one of my previous articles, I had derived the OLS estimates for simple linear regression. I’ll try to dig a little deeper and explain…Apr 3, 2021Apr 3, 2021
