.ipynb .md .pdf

Binder

Exercises & Exams

• Exercises

  • Exercise Set #1 (18/03/2024)

    1. Meteorological Data

    2. Gaussian Distribution

  • Exercise Set #2 (22/03/2024)

    • Anscombe’s Quartet

  • Exercise Set #3 (12/04/2024)

    • Fitting Silica Data with Gaussians & Lorentzians

• Exams

  • Take Home Exam #1 (26/3/2023)

    • 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

  • Final Exam (05/06/2024)

    • A fitting + 2 ODEs

  • Resit Exam (28/06/2024)

    1. pandas DataFrame basics
    2. Polynomial fitting
    3. Maximization with a constraint
    4. Initial value ODE

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Ordinary Differential Equations

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Exercise Set #1