Stephen FordhaminTowards Data ScienceHow to Create a Publication-Quality Heatmap in PythonA tutorial guide on heatmaps in Python·6 min read·Aug 28, 2023--1--1
Stephen FordhaminPython in Plain EnglishUsing Magic Methods to control attributes in PythonUnusual method implementations to control attributes·4 min read·Jun 9, 2022----
Stephen FordhaminTowards Data ScienceUnusual Ways to control attributes in PythonAn Example Led Guide·3 min read·Feb 14, 2022----
Stephen FordhaminLevel Up CodingUsing Session and Flash in Flask with PythonCustom messages during the log in and log out process in Flask·4 min read·Nov 11, 2021----
Stephen FordhaminTowards Data ScienceHow to Produce an Animated Bar Plot in Plotly using PythonWrangle your raw dataset to produce an Animated Bar Plot·4 min read·Aug 22, 2021--1--1
Stephen FordhaminTowards Data ScienceHow to plot Worldwide antibiotic resistance data using Geopandas in PythonProducing Informative Geopandas plots·7 min read·Apr 13, 2021--1--1
Stephen FordhaminTowards Data ScienceHow to Create Read-Only and Deletion Proof Attributes in your Python ClassesExert Control over the attributes in your Class·4 min read·Jan 7, 2021--2--2
Stephen FordhaminTowards Data ScienceHow to use the SimpleImputer Class in Machine Learning with PythonSimply use SimpleImputer·6 min read·Oct 12, 2020--1--1
Stephen FordhaminTowards Data ScienceK-Nearest Neighbors Algorithm In Python, by exampleIntroductory guide to K-Nearest Neighbors via a code example·6 min read·Sep 10, 2020----
Stephen FordhaminTowards Data Science5 Top Tips for Data Scraping Using SeleniumBest Data Scraping Practices using selenium·7 min read·Aug 9, 2020----