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

Physics and Data Science

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