@monicaprjpt

Monika Prajapati

@monicaprjpt

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Exploring the frontiers of AI, one algorithm at a time

Kathmandu, NepalJoined July 2024

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Monika Prajapati's blogs

Monika Blogsblog.monikaprajapati.com.np13 posts

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Principal Component Analysis: Cutting Through the Noise

Mar 26 · 3 min read · I've been working with high-dimensional data for sometime now, and the question I get asked most often isn't about neural networks or gradient boosting. It's some variation of "my model is slow and I

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Comprehensive Guide: Integrating Backend Systems with Slack

Mar 25 · 5 min read · Integrating your backend systems with Slack can significantly improve your team's operational awareness through automated notifications. This guide walks through the complete process of setting up a S

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Quick Guide: Installing Conda on EC2 (The Right Way)

Jan 26, 2025 · 3 min read · Installing Conda on EC2 Look, installing Conda on EC2 doesn't need to be complicated. After setting this up across hundreds of instances, here's my approach that just works. The Fast Track Skip the fl

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Deploying FastAPI on Amazon EC2: A Comprehensive Guide

Aug 29, 2024 · 4 min read · FastAPI has gained significant traction among developers for its high performance and ease of use in building APIs. When it comes to deploying FastAPI applications, several hosting options are available, including Heroku, Google Cloud Run, DigitalOce...

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Setting Up NVIDIA GRID Drivers on Amazon EC2 Instances

Aug 16, 2024 · 9 min read · Learn how to set up, install, and optimize GPU-enabled instances for high-performance computing, machine learning, and graphics-intensive workloads in the AWS cloud. Ideal for system administrators, DevOps engineers, and cloud architects looking to h...

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Monika Prajapati

About

Available for

Monika Prajapati's blogs

Recently published

Principal Component Analysis: Cutting Through the Noise

Comprehensive Guide: Integrating Backend Systems with Slack

Quick Guide: Installing Conda on EC2 (The Right Way)

Deploying FastAPI on Amazon EC2: A Comprehensive Guide

Setting Up NVIDIA GRID Drivers on Amazon EC2 Instances

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Monika Prajapati

About

Available for

Monika Prajapati's blogs

Recently published

Principal Component Analysis: Cutting Through the Noise

Comprehensive Guide: Integrating Backend Systems with Slack

Quick Guide: Installing Conda on EC2 (The Right Way)

Deploying FastAPI on Amazon EC2: A Comprehensive Guide

Setting Up NVIDIA GRID Drivers on Amazon EC2 Instances