hoffm386

dsc-data-ethics-nlp-data

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

.github

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

Project code for cd0581 refresh taught by Giacomo Vianello

dsc-blogging-overview

Overview of Blogging for Flatiron DS programs

dsc-conditionals

dsc-correlation-covariance-lab

dsc-data-serialization-lab

dsc-data-viz

dsc-data-viz-lab

dsc-filtering-and-ordering

dsc-filtering-and-ordering-lab

dsc-functions-with-arguments-lab

dsc-implementing-statistics-with-functions-lab

dsc-intervals-with-t-distribution-lab

dsc-logistic-regression-in-scikit-learn

dsc-machine-learning-with-spark

dsc-more-practice-with-matplotlib

dsc-more-practice-with-matplotlib-lab

dsc-scraping-concerts-lab

dsc-using-nested-loops-lab

fsds_070620_FT_cohort_notes

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

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

github-to-canvas

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

java-if-else

matplotlib

matplotlib: plotting with Python

movie-analysis

opinionated-practices-for-teaching-reproducibility-talk

scikit-learn

scikit-learn: machine learning in Python

sklearn-pipeline-pickling-example

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

visualize-it-2020-09

Repository for the September 2019 Visualize It! workshop