mtchem

DataSciencePython

common data analysis and machine learning tasks using python

Twitter-Politics

Analyizing Twitter and Federal Register data to see if/how politition's tweets correspond to political action

Ultimate_technologies_challenge

predicting rider retention

WiDs_Datathon

This repo contains the steps I took to analyze and label the WiDS 2018 Datathon data.

python_for_colorado-API

A short walkthrough of how to retrieve data using python with the Colorado Information Marketplace API

Ready-set---Scatter

This Jupyter notebook walks though how to use matplotlib to visualize data

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

ETL-Traffic_Counts

This repository walks thorough a few different ways to organize and visualize raw traffic count data

springboard_miniprojects

This repo contains completed mini data science projects for SpringBoard’s Data Science (career track) program

ETL-MarchMadness-data

Kaggel has a large dataset available for their March Machine Learning Mania competition. This repo contains some jupyter notebooks to help organize and wrangle the data.

explore_twitter_data

An interactive visualization of twitter data.

FoCo_datascience

This repository is for the Fort Collins Data Science Meet-up

gdi-beginner-py

slides and supporting material for GDI Fort Collins's beginner python class

gdi-slides-template

Template for GDI Slides

GDI_Beginning_SQL

Beginning Database and SQL class

git_commands_quickguide

A short description of the git commands I use the most

go

The Open Source Data Science Masters

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

hacknight-2017-refugee

Natural-Language-Generation-using-LSTM-Keras

Natural Language Generation using LSTM-Keras

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

pycon-2016-tutorial

Tutorial: Machine Learning with Text in scikit-learn

realtor-database

This sqlite database was designed for realtor's who need a better way of organizing there professional information, and are willing to learn a little SQL

relax_datascience_challenge

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

skope-rules

machine learning with logical rules in Python

traffic-accident-forcast

Tutorials

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow