Posts by Kurtis Pykes
Data Science
Feb 21, 2023
How to Manage Virtual Environments and Automate Testing with Tox
Many developers use tox as a solution to standardize and automate testing in Python. However, using the tool only for test automation severely limits its power...
10 MIN READ
Data Science
Feb 13, 2023
Machine Learning in Practice: Deploy an ML Model on Google Cloud Platform
This series looks at the development and deployment of machine learning (ML) models. In this post, you deploy ML models on Google Cloud Platform. Part 1 gave an...
10 MIN READ
Data Science
Feb 13, 2023
Machine Learning in Practice: Build an ML Model
This series looks at the development and deployment of machine learning (ML) models. In this post, you train an ML model and save that model so it can be...
5 MIN READ
Data Science
Feb 13, 2023
Machine Learning in Practice: ML Workflows
This series looks at the development and deployment of machine learning (ML) models. This post gives an overview of the ML workflow, considering the stages...
6 MIN READ
Data Science
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
Data Science
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...
13 MIN READ