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2025 | Data Prototyping and Scientific Computing
Syllabus
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Notes
Worksheets
2025 | Data Prototyping and Scientific Computing
Basic Stats
Introduction to Python
Background Survey
Webscraper
Writing efficient code, vectorization, and benchmarking.
HPC Introduction
Introduction to Unix
Calibration
Intro to Pandas
Intro to R Dataframes
Temperature analysis
Measuring Temperature in Python
Measuring Temperature in R
Timekeeping
Using loops and recursion to solve problems
Arrays and Indexing
Geoplotting
Plotting
Introduction to Python, R
HPC NDVI
HPC Parallel Processing
Publish a Python Package
Setup a Github developer page
LED Voltage Analysis
Polled LED
Intro to Numpy and indexing in 2D arrays