Prateek YadavWalk: A Free TherapyTrial and Error concept has been there for more than 100000 years and it's the core of HOW WE LEARN. As we progress in any journey we learn…3 min read·Nov 26, 2023----
Prateek YadavMLOps: Deploy NLP model straightforward using mlflow & azureOn the Leeway of MLOPs, you have plenty of open-source tools available to build your pipeline. I have picked up mlflow to track & maintain…7 min read·Feb 18, 2023----
Prateek YadavJust Move: A nonchalance in chaosLife isn’t monotonous, right!? Make sure to equip yourself when you’re at the zenith so that you can survive the nadir. In this mini-blog…2 min read·Nov 22, 2021----
Prateek YadavSetting up python environment on AWS for Machine learningDo you ever feel as a Data Scientist that managing a python or conda environment (across dev, prod) is a real pain in the ass!!? If Hell…4 min read·Jun 16, 2021----
Prateek YadavElasticsearch Saga— Brief Intro to ElasticsearchWelcome, This is Part-1!2 min read·May 17, 2021----
Prateek YadavinNLP For HindiBuilding end-to-end Question-Answering system for Hindi Language using HaystackThis tutorial will give you clairvoyance on building NLP based QA system. Here I’m gonna cover the full stack (from raw txt files to the…6 min read·Apr 9, 2021--1--1
Prateek YadavinAnalytics VidhyaLeaping into Semantic/Neural Search with ElasticSearch, Faiss using HaystackIn this tutorial, we’re gonna implement a rudimentary Semantic Search engine using Haystack. we’ll use ElasticSearech and Faiss (Facebook…5 min read·Feb 24, 2021--1--1
Prateek YadavinNLP For HindiRe-Write (Rafi, Mukesh, Kishor) retro magic with GPT-2?There was absolutely no AI Winter in the last decade, with an offset like AlexNet (2012) to flapjack GPT-3 (2020), AI as an Innovation…4 min read·Jan 25, 2021----
Prateek YadavSpecificity, Sensitivity trade-off in Covid-19 antigen test trialsAlice: Hey Bob, How’re you doing in Lockdown?4 min read·Jun 27, 2020--1--1
Prateek YadavEducating J&K: Project ParwaazI didn’t sleep for nights, things started bothering me why I can’t help. These children deserve that environment — Aiesha Jaan, a Jammu…3 min read·May 31, 2020----