Baseline model Case study for a CDN company looking to add ML to improve their decision making This was my interview test assessment for a CDN company Task description We would like to develop a tool that will help us extend our network with additional servers placed in the data…

JupyterHub serves as an essential platform for Data Science teams across multiple organizations. In this article, we are going to do a walkthrough of how to authenticate with JupyterHub using Azure AD. Introduction SSO (Single sign on) — Azure AD Authenticate JupyterHub (Hosted on AKS) with Azure AD — Setup…

Must Read: Let’s start with a true life story, while I was working with my ex-company, we had a WebSocket server for crypto price prediction and we had partners who didn't want the utilize the WebSocket inference but rather get a daily feed of data stored in a CSV file…

If you know “the Flash” story, Barry Allen was a normal Human who can run on an average of 19.3 meters per second before being struck by lightning and boom!!!! he had extraordinary speed and could perform tasks faster than light. Imagine if your language model used to take enormous…

A guide on building Twitter Bot with Magniv. — Recently, Elon Musk desired and proposed a deal to buy Twitter and he conveyed that one of his major aims is to eliminate spam bots on Twitter. SPAM BOT = BAD BOT According to David Sayce, every second, on average, around 6,000 tweets are tweeted on Twitter, which corresponds…

This is the cloud continuation of the previous article on deploying the Pytorch model with Okteto CLI and Flask API In the previous article, we learnt how to deploy a text generation model built with PyTorch using Okteto CLI and in this article, we will learn how to build a…

Imagine you are done building a model that generates unique love letters with no plagiarism and you want everyone to use the model and send unique, and personalized love letters to their partner or crush. This is where deployment comes in. The purpose of deploying your model is so that…

Love letters are written to express affection or friendship towards someone else. Personalized love letters with no plagiarism sound like a fantasy or an unrealistic expectation but that is exactly what we are about to deliver. The idea is to let a computer generate these love letters for us using…

Neptune .ai is a beautiful tool to track your experiments in machine learning. The more you iterate the more important it becomes for you and your trainees to keep track of the experiments in machine learning notebooks. In this video, we will be looking into how we can record our…