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COVID-19 mRNA Vaccine Degradation Prediction

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In this 2-hour long project-based course, you will learn how to predict mRNA Vaccine Degradation Rates at various positions of the molecule. Our model will predict likely degradation rates at each base of an RNA molecule which will be useful to develop models and design rules for RNA degradation. We will look at how to build a Bidirectional Gated Recurrent Units Neural Network which can predict the degradation for multiple scenarios at each of the base. We will cover how to train the model and evaluate on a test set. We will then finally make predictions using the trained model and compare it with the original degradation rates. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

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Dive into the cutting-edge world of vaccine research with the "COVID-19 mRNA Vaccine Degradation Prediction" course. This intermediate-level, project-based course is designed to enhance your personal development skills over a concise period of 2 hours. Under the expert guidance of Coursera, you will explore the intricacies of predicting mRNA vaccine degradation rates at different molecular positions, equipping you with valuable knowledge applicable in biotechnology and medical research. Ideal for learners with some prior experience in the field, this course offers a focused and practical approach to understanding mRNA stability, crucial for advancements in vaccine technology. Best of all, you can access this transformative learning experience for free through Coursera's subscription model. Join now to advance your expertise and contribute to the future of vaccine development.