Posts by Kurtis Pykes
Technical Walkthrough
Jan 23, 2023
A Guide to Monitoring Machine Learning Models in Production
Machine learning models are increasingly used to make important real-world decisions, from identifying fraudulent activity to applying automatic brakes in a...
14 MIN READ
Technical Walkthrough
Dec 05, 2022
Scraping Real-Estate Sites for Data Acquisition with Scrapy
Data is one of the most valuable assets that a business can possess. It sits at the core of data science and data analysis: without data, they’re both...
12 MIN READ
Technical Walkthrough
Oct 12, 2022
How to Build an Instant Machine Learning Web Application with Streamlit and FastAPI
Imagine that you’re working on a machine learning (ML) project and you’ve found your champion model. What happens next? For many, the project ends there,...
10 MIN READ
Technical Walkthrough
Aug 18, 2022
Building a Machine Learning Microservice with FastAPI
Deploying an application using a microservice architecture has several advantages: easier main system integration, simpler testing, and reusable code...
12 MIN READ
