This week, I initially began working on the Design Presentation. This included finalizing the hardware and software requirements for the sections of the project that I am working on, i.e., the people counter and the predictive model. I also presented this week in class. Beyond this, I have primarily worked on data cleaning for the Machine Learning Model. Some of this involved manually going through data to find what kind of outliers exist, and the rest was with pandas. I also researched how to include temperature data in the dataset, and have begun collecting this using the DarkSky API.
For the following week, I hope to have the dataset ready and run the model on the currently available data. I also hope to hear back from the gym administrators regarding the approval for the people counter, after which I will start building that as well.
I am currently on track with the updated schedule we made last week.