daver787 / intro-to-data-science-workshop

End-to-end data science project walkthrough suitable for a 4 hour workshop

Intro to Data Science Workshop

Outline

• handout.md should be rendered as HTML and printed for all participants
• agenda.md is the roadmap for the day

Workshop Content

• describe-vizualize-data.ipynb introduces descriptive stats and visualization w/ Python
• intro-to-data-science.ipynb covers data planning, acquisition, preparation, and exploration
• intro-to-linear-modeling-exercise.ipynb is the modeling lesson and exercise

Live content

• Introducing data, descriptive stats, and visualization https://www.kaggle.com/ryanorsinger/describe-vizualize-data
• Data Science workflow from planning, data acquisition, data wrangling/preparation, and exploration/visualization https://www.kaggle.com/ryanorsinger/intro-to-data-science
• Lesson and exercise for modeling with linear regressions https://www.kaggle.com/ryanorsinger/intro-to-linear-modeling