2025 | Data Prototyping and Scientific Computing
  • Syllabus
  • Calendar
  • Notes
  • Worksheets

2025 | Data Prototyping and Scientific Computing

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


Basic Stats


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


Introduction to Python



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