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Galvanize Data Science's Projects

building-spark-applications-live-lessons icon building-spark-applications-live-lessons

Supporting content (slides and exercises) for the Addison-Wesley (Pearson) video series covering best practices for developing scalable Spark applications for predictive analytics in the context of a data scientist's standard workflow.

course-dbt icon course-dbt

Analytics engineering with dbt - projects and developer environment

dataops-docs icon dataops-docs

Quickly get started with DevOps tools and best practices for building modern data solutions.

dataweek-workshop icon dataweek-workshop

Machine learning workshop using Python, pandas, and scikit-learn. The first half of the day covered supervised classification using Logistic Regression and how to use cross validation to evaluate your models . The second half of the day covered unsupervised clustering with Kmeans as well as an overview of the data science process.

ds-precourse-axes icon ds-precourse-axes

A repository to hold the challenges having to do with modifying the axes on a matplotlib object.

example icon example

An example repository containing an exercise and lecture used as a reference for instructor mock lectures.

exoplanets icon exoplanets

Using NASA data to determine if observation indicates that an exoplanet was located

faceinfo icon faceinfo

Find faces in images and get facial info with this easy REST API.

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

george icon george

Helpers for Zipfian Academy curriculum and whatnot

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