Principal Component Analysis: Cutting Through the NoiseI'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 Mar 26 · 3 min readblog.monikaprajapati.com.np
Comprehensive Guide: Integrating Backend Systems with SlackIntegrating 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 SMar 25 · 5 min readblog.monikaprajapati.com.np
Quick Guide: Installing Conda on EC2 (The Right Way)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 flJan 26, 2025 · 3 min readblog.monikaprajapati.com.np
Deploying FastAPI on Amazon EC2: A Comprehensive GuideFastAPI 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...Aug 29, 2024 · 4 min readblog.monikaprajapati.com.np
Setting Up NVIDIA GRID Drivers on Amazon EC2 InstancesLearn 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...Aug 16, 2024 · 9 min readblog.monikaprajapati.com.np
