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Articles tagged with #python
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...
1. Introduction and Problem Statement Review The write_blog_post command's introduction and problem statement describes building an image classification model to distinguish between curly and straight hair. The notebook's initial cells (downloading a...
Blog Post Outline: Building and Deploying a Lead Conversion Prediction Service Introduction: Briefly introduce the problem: Predicting lead conversion is crucial for businesses. Mention the goal: Build a web service to serve a pre-trained lead conv...
Course Lead Scoring Project This blog post details the process and findings of a machine learning project aimed at predicting whether a potential lead for an online course will convert (enroll). Note: the project link is here 1. Data Loading and Prep...
Modeling MPG: A Case Study in Stable Linear Regression for Car Fuel Efficiency Introduction: Why Predict Fuel Efficiency? For a recent project, I built a linear regression model to predict a car's fuel efficiency (MPG) based on core features like dis...
