Resources

Stats

• PCA vs Factor Analysis

• Multivariate Analysis | Factor Analysis | PCA | MANOVA | NCSS

• Correlation or regression? or Anova (one/two way ANOVA)?

• Crossed and Nested Factors

• Pooled Standard Deviation - Statistics How To

• What does pooled variance "actually" mean? - Cross Validated

• Monte Carlo Simulations Applied to Uncertainty in Measurement | IntechOpen

• 3.3. A and B type uncertainty estimates – Estimation of measurement uncertainty in chemical analysis

Chebyshev

• Runge's Phenomenon - Wolfram Demonstrations Project

• Trigonometry/For Enthusiasts/Chebyshev Polynomials - Wikibooks, open books for an open world

• Chebyshev vs Fourier

• scipy - Python 3D polynomial surface fit, order dependent - Stack Overflow

• Generate a Pseudo Vandermonde matrix of the Chebyshev and Legendre polynomial in Python - GeeksforGeeks

General

• Engineering Library

• Decidurial - fractional units

• Amesweb

• Element Types

• Screw thread Calculations - Roy Mech

• About E-World – E-World

• The Physics Factbook - Topic Index

• Involute Spur Gear Builder

• Continuum Mechanics - Tensors

• EngineeringPaper.xyz: New Sheet

• Roymech - An Engineering Encyclopedia - Roymech

• GET GIT!

• Linear Graph Normal Tree.pdf

• Calculators for Mechanical Engineers | MechaniCalc

• How To Understand SOLIDWORKS PDM Data Cards

Python

• Python naming conventions

• GitHub Repository Structure Best Practices | by Soulaiman Ghanem | Code Factory Berlin | Medium

• A Complete Guide to Python Virtual Environments (2022) – Dataquest

• Python: Directories and Packages