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Articles tagged with #mlzoomcamp
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...
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...
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...