Naman AgrawalinTowards Data ScienceProbabilistic Data Structures Decoded: Enhancing Performance in Modern ComputingThe Ultimate Guide to Understanding and Implementing Bloom Filters and Count Min Sketch in Python26 min read·Jan 9, 2024--5--5
Naman AgrawalinTowards Data ScienceAlgorithmic Alchemy with The Fast Fourier TransformThe Ultimate Guide to Mechanics of the FFT Algorithm with Applications in Signal Processing20 min read·Jan 7, 2024--3--3
Naman AgrawalinTowards Data ScienceDecoding the Symphony of Sound: Audio Signal Processing for Musical EngineeringThe Ultimate Guide to Time and Frequency Domain Audio Feature Extraction using Python38 min read·Aug 8, 2023--1--1
Naman AgrawalinTowards Data ScienceImprove your Gradient Descent: The Epic Quest for the Optimal StrideTechniques for Optimizing Step-Size/Learning Rate in Gradient Descent for Machine Learning14 min read·May 23, 2023--1--1
Naman AgrawalinTowards Data ScienceCharting the Non-Parametric Odyssey: Statistical Frameworks for Distribution-Free Hypothesis…Gauging the Mechanics of the Sign and Wilcoxon Signed Rank Tests19 min read·May 10, 2023--1--1
Naman AgrawalinTowards 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 R15 min read·Apr 26, 2023--2--2
Naman AgrawalinTowards Data ScienceCoupon Collector’s Problem: A Probability MasterpieceUnpacking the intricacies of a classic probability puzzle14 min read·Mar 4, 2023--2--2
Naman AgrawalinTowards Data ScienceGambler’s Ruin Problem: A Probability AntiquityUnderstanding one of the most famous problems in probability theory11 min read·Nov 13, 2022--2--2
Naman AgrawalWhy 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…6 min read·Nov 11, 2022--3--3
Naman AgrawalinAnalytics 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…9 min read·Apr 3, 2021----