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