Physics and Data Science
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Early Data Science

  • Early Use of Data and Johannes Kepler
  • Kepler and the Orbit of Mars

18th - 19th Century

  • Data Science and 18th - 19th Century Physics
  • Linear Regression and Coulomb’s Law
  • Using Data Analysis to Interpret Speed of Light Measurements

Late 20th - 21st Century

  • Machine Learning Primer
  • Data Visualisation in Timeseries Analysis Primer
  • Anomaly Detection Using an Autoencoder
  • Using a Deep Neural Network for Quark Tagging

Modern Data Science Methods

  • Data Storage Primer
  • Data Storage Visualisation
  • Application of Data Cleaning Methods to Exoplanets Dataset

References

  • References and Supplementary Materials
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