Kristen Cannon's Projects
Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.
Interactive Data Visualization in the browser, from Python
Demo of git repo
The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
Pandas Homework: Heroes of Pymoli Analysis
This assignment used Python-Pandas to analyze the 'Heroes of Pymoli' fantasy game and generate a report from the purchasing data to create meaningful insight.
This assignment uses Plotly, JSON, D3.js, & Flask to create a Interactive Dashboard, and other visualizations based upon the provided dataset.
JavaScript Statistical Library
A node.js kernel for jupyter/ipython
A collection of ml5.js examples
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
A practical approach to learning machine learning.
For this project we teamed up in groups of (3) and each found at least (2) data sources in regards to International Energy Consumption. Once data sources were established we each performed ETL*
PyBank Analysis utilizes python script to analyze a set of sample financial data.
This notebook utilizes Python Pandas and Matplotlib to organize, analyze, chart, and plot the sampled ridesharing data.
This assignment used SQL to access a provided database and then query the questions and commands provided in the instructions.
This assignment used Python, SQLAlchemy ORM queries, Pandas, and Matplotlib to analyze and explore a provided climate database. With the queries developed from the climate database, a Climate App (Flask API) was then designed.
Project 2: The purpose of this project was to utilize data and visualizations to tell a story. The project's main requirements were to utilize our data with the following: Python Flask, HTML/CSS, JavaScript, and at least one Database in which we used MySQL.
[DEPRECATED] GitPitch Markdown Presentation Templates
Course materials, Jupyter notebooks, tutorials, guides, and demos for a Python-based urban data science course.