Published in Dev Genius·Dec 27, 2021The Guide to Docker ARG, ENV and .envDemystifying Docker ARG, ENV and .env — For those in a hurry, here’s a table summarizing the content of this post. You can find a higher resolution here.Docker5 min read
Dec 10, 202150 Things I Learned from The Amazon Management SystemRead this if you are preparing for an interview with Amazon This book identifies six building blocks that define the Amazon management system. I must say it is a concise and well-written book for anyone wanting to understand how Amazon works. For easy consumption, I have listed down 50 things…Amazon13 min read
Published in InterviewNoodle·Nov 6, 2021Web Scalability for Startup Engineers — Book Review and TakeawaysIn this article, I will summarize the important concepts from each chapter of this book and bring out the crux of what you need to know in 15 minutes. There are also additional links to keywords to help you research further. …Scalability21 min read
Jul 11, 2020Common Problems When Reproducing A Machine Learning PaperTips on identifying non-reproducible machine learning papers I write this article to put up some tips on identifying non-reproducible machine learning papers. If you you have trouble reading this, consider subscribing to Medium Membership here! The Reproducibility Journey When I first stepped into the field of machine learning, I spent quite a large…Reproducible Research7 min read
Published in Towards Data Science·Sep 29, 20193 Common Technical Debts in Machine Learning and How to Avoid ThemThis article outlines the 3 Common Technical Debts in Machine Learning and How to Avoid Them. If you you have trouble reading this, consider subscribing to Medium Membership here! Technical debt is the ongoing cost of expedient decisions made when implementing code. It is all the shortcuts or workarounds in…Machine Learning6 min read
Published in Towards Data Science·Dec 6, 2018An implementation guide to Word2Vec using NumPy and Google SheetsLearn the inner workings of Word2Vec — This article is an implementation guide to Word2Vec using NumPy and Google Sheets. If you you have trouble reading this, consider subscribing to Medium Membership here! Word2Vec is touted as one of the biggest, most recent breakthrough in the field of Natural Language Processing (NLP). The concept is simple, elegant…Machine Learning10 min read
Published in Towards Data Science·Oct 19, 2018A line-by-line layman’s guide to Linear Regression using TensorFlowThis article is a line-by-line layman’s guide to Linear Regression using TensorFlow. If you you have trouble reading this, consider subscribing to Medium Membership here! Linear regression is a great start to the journey of machine learning, given that it is a pretty straightforward problem and can be solved by…Machine Learning11 min read
