Exercises & Exams
Exercises & Exams¶
Exercises
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Meteorological Data
Gaussian Distribution
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Anscombe’s Quartet
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Fitting Silica Data with Gaussians & Lorentzians
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Exams
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Structure Database
Take Home Exam #2 (02/04/2023)
0. Better than Average
1. Six Hump Camel Function
2. Least Square Fitting (Linear / Non-Linear)Midterm Exam #1 Written Session (19/04/2024)
Deciding on the optimal function & fitting
Midterm Exam #1 Hands On Session (19/04/2024)
Fitting to sinusoidal function(s)
Midterm Exam #2 Written Session (17/05/2024)
k-means clustering by hand
Midterm Exam #2 Hands On Session (17/05/2024)
4-dimensional k-means clustering
Midterm Exam #1 Make Up (24/05/2024)
Fitting data to two good candidate models
Midterm Exam #2 Make Up (24/05/2024)
Deciding on the best k-means over a number of runs
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A fitting + 2 ODEs
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1. pandas DataFrame basics
2. Polynomial fitting
3. Maximization with a constraint
4. Initial value ODE
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