Update README.md

SpeysideHEP · Oct 11, 2023 · 041a721 · 041a721
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 This repository includes Spey introduction presented in PyHEP 2023. Contribution link can be found [here](https://indico.cern.ch/event/1252095/timetable/#8-spey-smooth-inference-for-re).
 
-* ```intro_spey.ipynb``` is the Jupyter notebook that this introduction based on.
+* ```intro_spey.ipynb``` is the Jupyter notebook on which this introduction is based.
 * ```requirements.txt``` includes all the necessary tools to make this tutorial work. Note that
-  all the versions are fixed for future proofing the tutorial.
+  all the versions are fixed for future-proofing the tutorial.