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abhisheks008 / DL-Simplified

Deep Learning Simplified is an Open-source repository, containing beginner to advance level deep learning projects for the contributors, who are willing to start their journey in Deep Learning. Devfolio URL, https://devfolio.co/projects/deep-learning-simplified-f013
https://quine.sh/repo/abhisheks008-DL-Simplified-499023976
MIT License
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Covid-19 prediction using DL #608

Closed jeet-Abhi123 closed 1 month ago

jeet-Abhi123 commented 1 month ago

Deep Learning Simplified Repository (Proposing new issue)

:red_circle: Project Title : Covid-19 prediction using DL
:red_circle: Aim : This dataset was collected in the initial phases of covid-19 during march and april 2020. The aim of the project is to predict a person is covid-19 +ve or not with minimum possible symtoms like fever, cough, age_above_60, sore_throat etc
:red_circle: Dataset : Taken from research paper and provided by Israeli Ministry of Health https://www.nature.com/articles/s41746-020-00372-6
:red_circle: Approach : First will perform EDA on the dataset, and then perform feature engineering on the columns. Will experiment with multiple models like ANN. After will perform hyperparameter tuning through KerasTuner and will plot the results graph.

abhisheks008 commented 1 month ago

Machine learning models will not help this project repository, as this repo majorly focuses on DL methods.

jeet-Abhi123 commented 1 month ago

OK, so I will perform only DL techniques like ANN.

abhisheks008 commented 1 month ago

You need to implement at least 2-3 models for any particular project.

abhisheks008 commented 1 month ago

Closing this issue, as you have already assigned to an issue. If you wanna work on this later on, you can reopen this issue.