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.
COVID-19 mRNA Vaccine Degradation Prediction
Guided Project
Learn, practice, and apply job-ready skills with expert guidance
4.5
(20 reviews)
Intermediate level
Recommended experience
2 hours
Learn at your own pace
Hands-on learning
What you'll learn
Visualize and Understand Covid-19 mRNA Vaccine Sequence Data.
Build and Training a Model to make mRNA Vaccine Degradation Rate Predictions.
Evaluating the model and making predictions for the Degradation Rates.
Skills you'll practice
Details to know
Earn a career certificate
Add to your LinkedIn profile
Taught in English
No downloads or installation required
Only available on desktop
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Learn, practice, and apply job-ready skills in less than 2 hours
- Receive training from industry experts
- Gain hands-on experience solving real-world job tasks
- Build confidence using the latest tools and technologies
About this Guided Project
Learn step-by-step
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Introduction to Covid-19 mRNA Vaccine Dataset & the Model
Understanding, Loading & Visualizing the Data
Preprocessing the Data
Building a Bidirectional Gated Recurrent Unit (GRU) Neural Network Model
Training the Bidrectional GRU Model
Evaluating the Model & Making Predictions
Recommended experience
- Experience with Python Programming.
- Knowledge of Deep Learning concepts and Deep Learning Frameworks in Python.
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Instructor
Offered by
How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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Frequently asked questions
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.