Published inAnalytics VidhyaIntegrating ETL Automation and Predictive Modeling Using AlteryxEvery seasoned data scientist will agree that the beginning stage of any data discovery process including cleaning, blending, harmonizing…Oct 15, 2022Oct 15, 2022
Published inGeek CultureRegularization Using Pipeline & GridSearchCVWhen a model suffers from high variance, a technique called regularization is often deployed in order to combat its tendency to overfit…Jul 2, 2022Jul 2, 2022
Published inAnalytics VidhyaNeural Network Guide for BeginnersThis neural network guide is for those who are new to learning about Neural Networks and want to get a good understanding of how to…Jul 7, 2021Jul 7, 2021
Published inGeek CultureMusic Genre Classification — Part 2: SVM, Convolutional Neural Network, Convolutional Recurrent…As a continuation of my previous post, in this post, I dive into the modeling stages of building out my music genre classifier. I divided…Apr 19, 20211Apr 19, 20211
Published inThe StartupMusic Genre Classification — Part 1For my capstone project, I decided to explore the wonderful world of music genre classification through machine learning. I purposely…Jan 10, 2021Jan 10, 2021
Published inThe StartupThe Art of Feature EngineeringWhenever I think of feature engineering, the first image that pops up to my mind is a hot dog with mustard. I blame one of my General…Dec 2, 2020Dec 2, 2020
Published inAnalytics VidhyaExcel in PythonI recently dove head first into the world of data science. Without much prior experience in programming language, learning Python was a…Nov 28, 2020Nov 28, 2020
