Using CNN and Transfer Learning to classify CT Scan of COVID-19 Pneumonia and pneumonia of other origin in chest CT Scan.

Photo by Fusion Medical Animation on Unsplash

The corona virus disease is an infectious that primarily affects lungs. The COVID-19 and pneumonia of other etiology share similar CT scan characteristics, contributing to the challenges in differentiating them with high accuracy. Purpose is to establish and evaluate an artificial intelligence (AI) system in differentiating COVID-19 and other pneumonia on chest CT with AI assistance.

The use of AI and deep learning can help the radiologist in better diagnosis of the COVID-19.This …


Scraping Data from various websites

Photo by Joshua Sortino on Unsplash

Data is the fuel for running the Data Science life cycle and so web scraping becomes one of the most important skill needed to become a good data scientist.

In delivering a data science project a data scientist spend 19% of his time in data collection from various sources .

Data from the websites can gives a peak in the project with data from customers, products, people, stock markets available on websites.

Instead of looking at the site every day, you can use Python to help automate the repetitive parts. …

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