Content for lectures 1A and 1B
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MUSA-550-Fall-2023/week-1
Week 1: Exploratory Data Science in Python
Topics
- Course Logistics
- Using Jupyter Notebooks
- Introduction to Pandas
Initial Survey
Please fill out this anonymous survey for some initial feedback:
Recommended Readings
- Course syllabus
- Guide for installing Python and initial set up
- Guide for mamba/conda
- Check out this 20-minute guide on the conda docs
- Guide for Jupyter notebooks and JupyterLab
- Good readings on the Jupyter docs include:
- Recommended tutorial for students with little Python background: Practical Python Programming
Python tutorials & DataCamp access
A number of Python resources are listed on the course website. In particular, DataCamp is providing 6 months of complimentary access to its courses for students in MUSA 550. Whether you have experience with Python or not, this is a great opportunity to learn the basics of Python and practice your skills.
It is strongly recommended that you watch some or all of the introductory videos below to build a stronger Python foundation for the semester. The more advanced, intermediate courses are also great — the more the merrier!
Check out the resources page for more information, including how to sign up.
