PinnedPublished inTowards Data ScienceEnd to End Machine Learning project: Train and deploy models as web apps using Flask and HerokuBusiness Problem:Apr 12, 20212Apr 12, 20212
My perspective on “What is Life?”Most of us would have asked ourselves this silly question: “What actually is Life?”. Some of the ways we answer these are: life is about…Mar 6, 20221Mar 6, 20221
A little bit about my top favorite books in 2021.Well. Where do I start? Almost like 3 years ago in 2018, I deliberately started taking reading as a hobby for a change in my life. Elon…Dec 29, 2021Dec 29, 2021
“A promised land”: 800 pages of wisdom“The truth is, I’ve never been a big believer in destiny. I worry that it encourages resignation in the down-and-out and complacency among…Mar 23, 2021Mar 23, 2021
Published inTowards Data ScienceBuilding a recommendation engine to recommend books in SparkUsing collaborative filtering to predict ratings of unread books on ‘Goodreads’May 14, 20201May 14, 20201
Published inAnalytics VidhyaContextual multi-armed bandit — (Intuition behind Netflix Artwork Recommendation )Understanding the multi-armed bandit algorithm through Netflix’s artwork exampleMay 7, 2020May 7, 2020
Published inTowards Data ScienceGambling with a statistician's brain.Using Monte Carlo Simulation to analyze the odds of winning in a casinoApr 25, 20203Apr 25, 20203
Published inAnalytics VidhyaSome important ML pointers from Andrew NG’s book — ‘Machine Learning Yearning’Important concepts to become a better machine learning practitionerApr 5, 2020Apr 5, 2020
Published inAnalytics VidhyaMarket Basket Analysis on 3 million orders from Instacart using Spark.Using the FP-growth algorithm to analyze associations between products of a supermarketFeb 29, 20203Feb 29, 20203