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DATA_ENG 200 Foundations of Data Science

DATA_ENG 200: Foundations of Data Science

Week 1 entry lecture

Entry survey

Case study on readmissions

Case Study: Hospital readmissions

Data manipulation with pandas

pandas Part I
pandas Part II
pandas Part III
Handling text with string methods

Data modeling and analysis

Introduction to (data | statistical | mathematical) modeling
Some important (high-level) considerations

Data retrieval

Application Programming Interface (API)
Web-scraping with BeautifulSoup4

Miscellaneous topics

Examples / starter code for plotting maps in plotly

Project

Project Specification
Presentation reference rubric

Homework schedule

Homework Schedule

Bibliography

Reference

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By Moses Y.-H. Chan

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