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README.md

Week 1
Exploratory Data Science in Python

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Topics

  • Course Logistics
  • Using Jupyter Notebooks
  • Introduction to Pandas

Initial Survey

Please fill out this anonymous survey for some initial feedback:

https://www.surveymonkey.com/r/TSVNMGP

Recommended Readings

Python tutorials

A number of resources are listed on the course website.

There are also a few good resources from the Berkeley Data Science Institute:

The The Python Data Science Handbook is a free, online textbook covering the Python basics needed in this course. In particular, the first four chapters are excellent:

Particularly for the Data Science Handbook, there is too much to get through in one week, but the book should serve as your first reference on pandas, numpy, and matplotlib throughout the course.

Documentation

Additional Materials