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Andrea Amico's Projects

10-steps-to-become-a-data-scientist icon 10-steps-to-become-a-data-scientist

📢 Ready to learn! you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

covid-mask-detection icon covid-mask-detection

This repository includes two different machine learning-based approaches to detect from a video stream the presence of people wearing and not wearing the face mask to fight the spread of the covid-19 pandemic. The first approach is lightweight, mostly suitable for edge computing applications. The latter is instead computationally intensive and requires dedicated hardware such as a local or cloud GPU. Here we choose a cloud approach employing AWS Sagemaker.

fastai-v3 icon fastai-v3

Starter app for fastai v3 model deployment on Render

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