stefmolin
Software Engineer | Speaker | Author of "Hands-On Data Analysis with Pandas"
Repositories
Select a repository to view its commits, contributors, and more.Hands-On-Data-Analysis-with-Pandas-2nd-edition
Materials for following along with Hands-On Data Analysis with Pandas – Second Edition
Hands-On-Data-Analysis-with-Pandas
Materials for following along with Hands-On Data Analysis with Pandas.
pandas-workshop
An introductory workshop on pandas with notebooks and exercises for following along. Slides contain all solutions.
stock-analysis
Simple to use interfaces for basic technical analysis of stocks.
python-data-viz-workshop
A workshop on data visualization in Python with notebooks and exercises for following along. Slides contain all solutions.
data-morph
Morph an input dataset of 2D points into select shapes, while preserving the summary statistics to a given number of decimal points through simulated annealing. It is intended to be used as a teaching tool to illustrate the importance of data visualization.
login-attempt-simulator
Simulation of regular login activity on a site and random activity from a hacker using a brute-force password guessing attack.
ml-utils
Machine learning utility functions and classes.
exif-stripper
Pre-commit hook to ensure image EXIF data is removed.
pre-commit-workshop
"(Pre-)Commit to Better Code" workshop
airline-market-share-analysis
Blog post for OpenDataScience.com showing how to create a pivot table and stacked bar visualization of airline market share.
SCOPE-Anomaly-Detection-Case-Study
Case study on rules-based and machine learning models for anomaly detection used in SCOPE alerts.