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Opening delicate log information could inadvertently expose susceptabilities of which we were not mindful, as well as which might be utilized versus us. A middle-ground may be to publish santised historic data outdoors and also consist of Jupyter Notebooks with reproducible results. This would allow various other scientists to develop ML versions based upon genuine data. My Personal Development Strategy (see Appendix B) requires me to seek fascinating possibilities. I really felt that this CPD would assist me broaden my repertoire of skills as well as make me a much more attractive prospect for future functions. It would certainly improve my existing abilities with the R statistical language as well as would improve my ability to connect efficiently utilizing information.