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Hands-On-Data-Analysis-with-Pandas-2nd-edition
Materials for following along with Hands-On Data Analysis with Pandas – 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.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.Metis
Metis Web App built using Flask to collect opinions from users on KPI evolutions to use in Machine Learning Anomaly Detection methods.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