paulbenschmidt Goto Github PK

analyfe

big-data-student-resources

These are the Jupyter notebooks for the Big Data specialization in the Data Science Program.

carpe

A Github Pages static website used to gather survey responses for people interested a particular goal over the next few months.

chicago-crime

classifying-inaugural-addresses

For this project, an analysis of American president classification will be conducted based on their inaugural addresses. This will be done with NLP using the tools of clustering, Bag-of-Words, and TF-IDF vectors. In order to avoid having too many classification categories and have similarly-sized amounts of data for each president, we have limited the text sources to the inaugural addresses of the 15 American presidents who were elected for more than one term and gave a second inaugural address.

data-201-resources

Public resources related to Thinkful's data science bootcamp

dbt-core

dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

dbt-docs

Auto-generated data documentation site for dbt projects

dbt-training

HC Review training for dbt

ds-projects

Data science portfolio examples.

finquisitive_streamlit

FinQuisitive Streamlit application

flutter-learning

happiness-analysis

Using data from GDP analysis and life expectancy growth, this report focuses on their effects on a country's happiness.

heart-disease-exploration

An exploratory analysis of the following: https://www.kaggle.com/ronitf/heart-disease-uci

identifying-subscription-clients

identifying_subscription_clients

A project built for a local window washing company in Chicago to identify potential subscription clients.

mentorigami_project

monthly_challenges

paulbenschmidt.github.io

predicting-house-prices

Using a dataset of house specifications and pricing in Ames, Iowa, this data science project was designed to empower both the buyer and seller to statistically predict the value of a home based on its specifications. This project illustrates data cleaning, feature engineering, feature selection, model tuning, and model selection.

python-beginner-course

A simple walkthrough of the Python basics (intended for live presentation)

the-crossing-buoy-analysis

An exploratory analysis of wind and wave conditions of Lake Michigan in preparation to paddleboard across the lake.

thinkful-coursework