پروژه پایتون(43842)+
چهار سال پیش منتشر شده
تعداد بازدید: 220
کد پروژه: 353907
شرح پروژه
سلام وقت بخیر
یه پروژه دانشجویی ماشین لرنینگ دارم میخواستم بدونم شما انجام میدید و هزینه‌اش چقدره؟
please conduct the following experimental steps and write a report:
a) Impute missing values for the data in the sheet “Raw Data”, then build predictive models for Viable Cell Density (VCD) and Product titer (mAb) based on the full dataset including the imputed values. The trained models need to have the ability to make predictions for future culture dates based on the up-to-date data similarly to the time-series forecasting. Please feel free to edit the structure of datasets for training and testing as you see fit. You are also encouraged to use available AutoML software in your ML model building and comparative analysis.
b) Compare the obtained results from point (a) to the predictive models built from the available already imputed dataset given in the sheet "Gap-Filled Data".
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