Kurtis Pykes

Kurtis Pykes is a self-taught machine learning practitioner, currently working as a freelancer.
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Posts by Kurtis Pykes

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Data Science

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

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

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

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
Store monitoring graphic
Data Science

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
Web Scraping and How To Use It
Data Science

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