Dec 16, 2025 · 2 min read · Project Overview This article documents the process of taking a trained Machine Learning model—a lead scoring classifier—and deploying it into a production-ready environment using Docker for containerization and Kubernetes (Kind) for orchestration. T...
Join discussionDec 9, 2025 · 2 min read · This document outlines the steps taken to prepare and deploy a Straight vs. Curly Hair Type classifier model using ONNX, including local inference and an attempt at Dockerization for a Lambda function. 1. Model Download and Inspection We started by d...
Join discussionDec 9, 2025 · 2 min read · Frequently Asked Questions (FAQ) Q1: What was the main objective of this homework? A1: The main objective was to demonstrate the process of deploying a pre-trained Straight vs. Curly Hair Type classifier model, including downloading model files, prep...
Join discussionSep 24, 2025 · 3 min read · I’m starting a new series on my nerdyalgorithm blog called Angelic at ML Zoomcamp. Before diving into my notes and projects, I want to answer one question: what exactly is ML Zoomcamp? What is ML Zoomcamp? ML Zoomcamp is a practical, hands-on course...
Join discussion
Jan 20, 2023 · 7 min read · Hi, folks. In this article, I want to give you another example of how to deploy your model via a telegram bot.In this case, I will use the same model that we used in ML Zoomcamp course in the 5th week. If you didn't take part in this course, I very r...
Join discussionSep 18, 2022 · 5 min read · Hello Folks!!! Welcome to my blog. This is the second blog in the Machine Learning Engineering Series. In this blog, I will show you how to implement Linear Regression in Python from scratch with the help of a formula. I'm not using the scikit-learn ...
Join discussionSep 18, 2022 · 3 min read · The goal of this project is to create a regression model for predicting housing prices. The dataset used for the project is the California Housing Prices from Kaggle. First of all, I loaded the dataset into a data frame using pandas and assessed the...
Join discussion
Sep 10, 2022 · 5 min read · Hello everyone!!! Welcome to my blog. This is the first blog in the Machine Learning Engineering Series. Every week, I will share what I have learned throughout that week. I'm learning from Datatalks Club's ML Engineering Zoomcamp 2022. In this artic...
Join discussion