sciencelee Goto Github PK

-sciencelee-.github.io

als-recommender-system-pyspark-lab-online-ds-sp-000

analyzing-macbeth-project-online-ds-sp-000

applying-nearest-neighbors-data-science-intro-000

arduino-api

Arduino library for real-time logging and streaming data to online plotly graphs

build-deploy-dash-app

calculating-distance-data-science-intro-000

calculating-distance-lab-data-science-intro-000

calculating-lines-data-science-intro-000

chainstore-election-model

Predicts voting habits (state/district/county) based on the presence of 20 popular chain stores including Starbucks, Walmart, Cracker Barrel, Target, and Dollar Tree.

channel-viz

Visualization tool for Xively channels

chicago-red-light-cameras

Analyzes half a million Chicago car accidents to determine if the presence of red light cameras improves intersection safety. Evaluates how intersection characteristics and other factors affect the number and type of intersection crashes.

colab_pyspark_quickstart

Google Colab PySpark starter code

college_api

Content-based recommendation system for students applying to similar colleges.

conditionals-python-lab-data-science-intro-000

conditionals-python-readme-data-science-intro-000

covid-xray-pytorch

Classify chest xray images (Normal, Viral Pneumonia, COVID). Using PyTorch and Google Colab.

dash_example

A quick dash app for instructional purposes

ds-cheatsheets

Some functions and quick ref for data science

ds-spark-sparkcontext-online-ds-sp-000

ds-xgboost-lab-online-ds-sp-000

dsc-1-01-05-setting-up-environment-online-ds-sp-000

dsc-ab-testing-lab-online-ds-sp-000

dsc-accessing-data-with-pandas-lab-online-ds-sp-000

dsc-analyzing-macbeth-project-v2-1-online-ds-sp-000

dsc-anova-lab

dsc-anova-online-ds-sp-000

dsc-applying-gradient-descent-lab-online-ds-sp-000

dsc-arma-models-statsmodels-lab-online-ds-sp-000

dsc-arma-models-statsmodels-online-ds-sp-000