hoffm386

athan-watchface

capstone-flask-app-template

Learning how to make a static and dynamic website using HTML!

coefficients-of-dropped-categorical-variables

Walking through how to interpret the coefficients of categorical variables in a linear regression model, specifically when there are multiple categories and one has been dropped

dsc-data-ethics-nlp-data

A data ethics lesson that addresses the question: where does labeled NLP data come from?

eda-with-categorical-variables

Quick examples of exploratory data analysis (EDA) with categorical variables

git-large-file-example

An example repository for a blog post on removing large files from git

simple-sklearn-pipeline-example

A short example of using sklearn pipelines with both a custom transformer and a sklearn transformer

sunburst-watchface

Pebble watchface with sunburst design. Developed at the 2015 Pebble Developer Retreat

wake-pebble

Repository for storing the Pebble code for TreeHacks 2015

hoffm386/dsc-data-ethics-nlp-data

A data ethics lesson that addresses the question: where does labeled NLP data come from?

hoffm386/.github

hoffm386/build-ml-pipeline-for-short-term-rental-prices

Project code for cd0581 refresh taught by Giacomo Vianello

hoffm386/dsc-blogging-overview

Overview of Blogging for Flatiron DS programs

hoffm386/dsc-conditionals

hoffm386/dsc-correlation-covariance-lab

hoffm386/dsc-data-serialization-lab

hoffm386/dsc-data-viz

hoffm386/dsc-data-viz-lab

hoffm386/dsc-filtering-and-ordering

hoffm386/dsc-filtering-and-ordering-lab

hoffm386/dsc-functions-with-arguments-lab

hoffm386/dsc-implementing-statistics-with-functions-lab

hoffm386/dsc-intervals-with-t-distribution-lab

hoffm386/dsc-logistic-regression-in-scikit-learn

hoffm386/dsc-machine-learning-with-spark

hoffm386/dsc-more-practice-with-matplotlib

hoffm386/dsc-more-practice-with-matplotlib-lab

hoffm386/dsc-scraping-concerts-lab

hoffm386/dsc-using-nested-loops-lab

hoffm386/fsds_070620_FT_cohort_notes

Notebooks from study groups for online-ds-ft-070620 cohort.

hoffm386/get-dummies-vs-ohe-for-ml

A short example demonstrating why SciKit Learn's OneHotEncoder is a better solution than pd.get_dummies for machine learning

hoffm386/github-to-canvas

A gem for converting and aligning GitHub content to Canvas LMS lessons

hoffm386/java-if-else

hoffm386/matplotlib

matplotlib: plotting with Python

hoffm386/movie-analysis

hoffm386/opinionated-practices-for-teaching-reproducibility-talk

hoffm386/scikit-learn

scikit-learn: machine learning in Python

hoffm386/sklearn-pipeline-pickling-example

A short example of pickling and unpickling a scikit-learn ML pipeline with a custom class

hoffm386/visualize-it-2020-09

Repository for the September 2019 Visualize It! workshop