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Prateek Yadav
Prateek Yadav

42 Followers

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Feb 18

MLOps: Deploy NLP model straightforward using mlflow & azure

On the Leeway of MLOPs, you have plenty of open-source tools available to build your pipeline. …

Mlops

7 min read

MLOps: Deploy NLP model straightforward using mlflow & azure
MLOps: Deploy NLP model straightforward using mlflow & azure
Mlops

7 min read


Nov 22, 2021

Just Move: A nonchalance in chaos

Life 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, I’ll put my personal experience of how I developed my core fitness routine that helped me to get through at the bottom. Fitness helped me to…

Fitness

2 min read

Just Move: A nonchalance in chaos
Just Move: A nonchalance in chaos
Fitness

2 min read


Jun 16, 2021

Setting up python environment on AWS for Machine learning

Do 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 YEAH, then this piece for you. Let’s jump straight into work. Conda Environment Let’s create a conda environment first on local, then we’ll discuss…

Python

4 min read

Setting up python environment on AWS for Machine learning
Setting up python environment on AWS for Machine learning
Python

4 min read


May 17, 2021

Elasticsearch Saga— Brief Intro to Elasticsearch

Welcome, This is Part-1! You know, for search! But Do you actually know how things working under the hood!? So let’s get our basics straight. This is would be a series of topics that would cover primarily the working mechanism of that topic. What is ElasticSearch? We don’t need only search, we want…

Elasticsearch

2 min read

Elasticsearch Saga— Brief Intro to Elasticsearch
Elasticsearch Saga— Brief Intro to Elasticsearch
Elasticsearch

2 min read


Published in NLP For Hindi

·Apr 9, 2021

Building end-to-end Question-Answering system for Hindi Language using Haystack

This 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 interactive web app). I’ll use Deepset.ai’s Haystack to build this QA system for the Hindi language. Below are the indexes of this Question-Answering fabrication pipeline…

Data Science

6 min read

Building end-to-end Question-Answering system for Hindi Language using Haystack
Building end-to-end Question-Answering system for Hindi Language using Haystack
Data Science

6 min read


Published in Analytics Vidhya

·Feb 24, 2021

Leaping into Semantic/Neural Search with ElasticSearch, Faiss using Haystack

In this tutorial, we’re gonna implement a rudimentary Semantic Search engine using Haystack. we’ll use ElasticSearech and Faiss (Facebook AI Similarity Search) as DocumentStores. Below are the segments I’m gonna talk about: Intro to Semantic Search & Terminologies Implementation nit&grit Environment Setup Dataset preparation Indexing & Searching Intro to Semantic Search & Terminologies In recent times…

Semantic Search

5 min read

Leaping into Semantic/Neural Search with ElasticSearch, Faiss using Haystack
Leaping into Semantic/Neural Search with ElasticSearch, Faiss using Haystack
Semantic Search

5 min read


Published in NLP For Hindi

·Jan 25, 2021

Re-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 really kicked off .🚀 Quick timeline catchup In 2018, Google open-sourced BERT (Bidirectional Encoder Representations from Transformer) that became quite a benchmark in NLP. It has 340M parameters. Later…

Artificial Intelligence

4 min read

Re-Write (Rafi, Mukesh, Kishor) retro magic with GPT-2?
Re-Write (Rafi, Mukesh, Kishor) retro magic with GPT-2?
Artificial Intelligence

4 min read


Jun 27, 2020

Specificity, Sensitivity trade-off in Covid-19 antigen test trials

Alice: Hey Bob, How’re you doing in Lockdown? Bob: Hi Alice, I’m doing fine, you? Alice: Same Man!! Ssup? Bob: Nothing man, I was just reading a news article about ICMR gives nod to the antigen-based testing kit for faster diagnosis and stuck at a point, now trying to get…

Covid 19

4 min read

Specificity, Sensitivity trade-off in Covid-19 antigen test trials
Specificity, Sensitivity trade-off in Covid-19 antigen test trials
Covid 19

4 min read


May 31, 2020

Educating J&K: Project Parwaaz

I didn’t sleep for nights, things started bothering me why I can’t help. These children deserve that environment — Aiesha Jaan, a Jammu college girl who started an initiative to teach rural area’s underprivileged children which later became Project Parwaaz. Creating a good educational environment is considered a key factor…

Kashmir

3 min read

Educating J&K: Project Parwaaz
Educating J&K: Project Parwaaz
Kashmir

3 min read

Prateek Yadav

Prateek Yadav

42 Followers

NLP, MLOps Consultant || www.impyadav.com

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