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Hands-On-Data-Analysis-with-Pandas-2nd-edition
Materials for following along with Hands-On Data Analysis with Pandas โ Second EditionHands-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" workshopairline-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.Custom-Colormaps
Utility functions for working with colors in Python.binder-environments
Central location for binder environments, especially those used with my book, Hands-On Data Analysis with Pandas.R-training-program
This is the custom R training program I developed to teach fellow analysts using company data. All sensitive data has been removed.Bulls-and-Cows
Bulls and Cows command line game for guessing a number.DidYouFeelIt
DidYouFeelIt? App from the Udacity Android Basics: Networking course (prerequisite for Grow with Google Android Developer Scholarship phase 1)stefmolin
data-morph-talk
Slides for my talk "Data Morph: A Cautionary Tale of Summary Statistics"Yeshiva-DAV5400
Template repository for Yeshiva's DAV5400 with configuration for GitHub codespaces (VS Code and JupyterLab).stefmolin.github.io
My personal website (stefaniemolin.com).SCOPE-anomaly-detection-emails
SCOPE Anomaly Detection System -- Sends daily emails with curated alerts to people who can investigate further.CourtCounter
CourtCounter app from the Udacity Android Basics: User Input course (prerequisite for Grow with Google Android Developer Scholarship phase 1)Love Open Source and this site? Check out how you can help us