Intro data science
Undergraduate · Data science
Syllabus focus
Standard syllabus · STEM / applied
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$60.00 · 60 min · Undergraduate · Online ($60/hr)
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Topics typically covered
Standard syllabus
- Tidy data, joins, and wrangling
- Exploratory visualization
- Probability and sampling review as needed
- Regression and classification intro
- Train/test thinking and overfitting (intro)
- Reproducible notebooks (Python or R)
STEM / applied
- Homework in pandas, tidyverse, or the course stack
- Communicating results with plots and short write-ups
- Exam and project support
Notes
Statistics-heavy versions overlap Intro statistics under Math.