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Omicron-Variant-RNN-ML-Gen-Prediction-2-Separate-Software--Artificial-Intelligence-in-Health

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OMICRON VARIANT RNN & ML GEN PREDICTION (2 Separate Software) - Artificial Intelligence in Health

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# OMICRON VARIANT RNN &amp; ML GEN PREDICTION (2 Separate Software) - Artificial Intelligence in Health

I prepared an artificial intelligence project that tests the Omicron Variant according to various protein values according to 2 different software, RNN Deep Learning and Machine Learning software. Although I finished the project on January 15, I felt the need to share it after a long time. I also open source an explanatory PDF presentation explaining the project. RNN accuracy percentage 82.5%, RNN precision percentage 97.08%; The Machine Learning accuracy percentage is 100.00% and the Machine Learning accuracy percentage is 99.5%.

First I edited and cleared the data. Later, I adapted it according to two different algorithms (both of which are original algorithms) that I created. Then I built the pipeline and created the model. Finally, I added the predictions and confusion matrix scores to the end of the list. This is an artificial intelligence project in healthcare. I am happy to share this innovative project with you!

Finally, Artificial intelligence for a healthy tomorrow!
Thank you!

Emirhan BULUT
Sr. Artificial Intelligence Engineer

###**The coding language used:**

`Python 3.9.8`

###**Libraries Used:**

`Tensorflow`

`NumPy`

`scikit-learn`

`Keras`

<img class="fit-picture"
     src="https://raw.githubusercontent.com/emirhanai/Omicron-Variant-RNN-ML-Gen-Prediction-2-Separate-Software--Artificial-Intelligence-in-Health/main/Omicron%20Variant%20RNN%20%26%20ML%20Gen%20Prediction.jpg"
     alt="OMICRON VARIANT RNN & ML GEN PREDICTION (2 Separate Software) - Artificial Intelligence in Health">
     
### TEST

### **Developer Information:**

Name-Surname: **Emirhan BULUT**

Contact (Email) : **emirhan@isap.solutions**

LinkedIn : **[https://www.linkedin.com/in/artificialintelligencebulut/][LinkedinAccount]**

[LinkedinAccount]: https://www.linkedin.com/in/artificialintelligencebulut/

Kaggle: **[https://www.kaggle.com/emirhanai][Kaggle]**

Official Website: **[https://www.emirhanbulut.com.tr][OfficialWebSite]**

[Kaggle]: https://www.kaggle.com/emirhanai

[Kaggle Link]: https://www.kaggle.com/emirhanai

[OfficialWebSite]: https://www.emirhanbulut.com.tr

Omicron-Variant-RNN-ML-Gen-Prediction-2-Separate-Software--Artificial-Intelligence-in-Health

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