--- title: "#mlzoomcamp articles | Hashnode" description: "Explore 8 articles tagged #mlzoomcamp on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/mlzoomcamp" --- Tag # #mlzoomcamp 8 posts · 0 followers [Ahmed Ghannam](https://hashnode.com/@ahmad-ghannam) · [Dec 16, 2025](https://hashnode.com/posts/scaling-intelligence-deploying-a-lead-scoring-model-with-kubernetes-kind/6941c75bd3de8eb4cd02cab8) ### [Scaling Intelligence: Deploying a Lead Scoring Model with Kubernetes (kind)](https://ahmps.hashnode.dev/scaling-intelligence-deploying-a-lead-scoring-model-with-kubernetes-kind?utm_source=hashnode&utm_medium=feed) 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... 2 min read · [ahmps.hashnode.dev](https://ahmps.hashnode.dev/scaling-intelligence-deploying-a-lead-scoring-model-with-kubernetes-kind?utm_source=hashnode&utm_medium=feed) [Ahmed Ghannam](https://hashnode.com/@ahmad-ghannam) · [Dec 9, 2025](https://hashnode.com/posts/serverless-deployment-deploying-a-hair-type-classifier/6938061970a082e9788f63b4) ### [Serverless Deployment: Deploying a Hair Type Classifier](https://ahmps.hashnode.dev/serverless-deployment-deploying-a-hair-type-classifier?utm_source=hashnode&utm_medium=feed) 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... 2 min read · [ahmps.hashnode.dev](https://ahmps.hashnode.dev/serverless-deployment-deploying-a-hair-type-classifier?utm_source=hashnode&utm_medium=feed) [Ahmed Ghannam](https://hashnode.com/@ahmad-ghannam) · [Dec 9, 2025](https://hashnode.com/posts/serverless-deployment-frequently-asked-questions-faq/6938071a0f7102f97e9076f4) ### [Serverless Deployment: Frequently Asked Questions (FAQ)](https://ahmps.hashnode.dev/serverless-deployment-frequently-asked-questions-faq?utm_source=hashnode&utm_medium=feed) 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... 2 min read · [ahmps.hashnode.dev](https://ahmps.hashnode.dev/serverless-deployment-frequently-asked-questions-faq?utm_source=hashnode&utm_medium=feed) [Angelic Charles](https://hashnode.com/@ZQQ) · [Sep 24, 2025](https://hashnode.com/posts/what-is-ml-zoomcamp/68d44a55fd922c20f41655e1) ### [What is ML Zoomcamp?](https://nerdyalgorithm.hashnode.dev/what-is-ml-zoomcamp?utm_source=hashnode&utm_medium=feed) Join ML Zoomcamp, a practical course for aspiring ML engineers on building and deploying machine learning systems, from basics to production 3 min read · [nerdyalgorithm.hashnode.dev](https://nerdyalgorithm.hashnode.dev/what-is-ml-zoomcamp?utm_source=hashnode&utm_medium=feed) [Roman Zabolotin](https://hashnode.com/@rzabolotin) · [Jan 20, 2023](https://hashnode.com/posts/deploying-ml-model-via-telegram-bot/63ca41bc990aaf1876b068f8) ### [Deploying ML model via telegram bot](https://rzabolotin.hashnode.dev/deploying-ml-model-via-telegram-bot?utm_source=hashnode&utm_medium=feed) 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... 7 min read · [rzabolotin.hashnode.dev](https://rzabolotin.hashnode.dev/deploying-ml-model-via-telegram-bot?utm_source=hashnode&utm_medium=feed) [Nivas Gopi](https://hashnode.com/@nivasgopi30) · [Sep 18, 2022](https://hashnode.com/posts/regression-mle-series-2/63275ad07ae3b59ef0066851) ### [Regression (MLE Series - 2)](https://nivastechblog.hashnode.dev/regression-mle-series-2?utm_source=hashnode&utm_medium=feed) 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 ... 5 min read · [nivastechblog.hashnode.dev](https://nivastechblog.hashnode.dev/regression-mle-series-2?utm_source=hashnode&utm_medium=feed) [Idongesit Inyang](https://hashnode.com/@Idyvalour) · [Sep 18, 2022](https://hashnode.com/posts/using-linear-regression-to-predict-house-price/63274893b1a2e9b8401e11b7) ### [Using Linear Regression to Predict House Price](https://idyvalour.hashnode.dev/using-linear-regression-to-predict-house-price?utm_source=hashnode&utm_medium=feed) 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... 3 min read · [idyvalour.hashnode.dev](https://idyvalour.hashnode.dev/using-linear-regression-to-predict-house-price?utm_source=hashnode&utm_medium=feed) [Nivas Gopi](https://hashnode.com/@nivasgopi30) · [Sep 10, 2022](https://hashnode.com/posts/introduction-to-machine-learning-mle-series-1/631c63373e8d6f3497ad27b4) ### [Introduction to Machine Learning (MLE Series - 1)](https://nivastechblog.hashnode.dev/introduction-to-machine-learning-mle-series-1?utm_source=hashnode&utm_medium=feed) 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... 5 min read · [nivastechblog.hashnode.dev](https://nivastechblog.hashnode.dev/introduction-to-machine-learning-mle-series-1?utm_source=hashnode&utm_medium=feed)