How to Use Performance Planner for Google Ads
January 28, 2025
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Recommended experience
Intermediate level
RStudio and R Markdown, data manipulation and visualization using R, prediction models in R, and use of R documentation
Recommended experience
Intermediate level
RStudio and R Markdown, data manipulation and visualization using R, prediction models in R, and use of R documentation
Explore the dataset to identify the most important patient and/or clinical characteristics
Build a well-validated stroke prediction model for clinical use
Deploy the model to enhance the organization's clinical decision-making
Add to your Coursera profile
Use a Coursera Lab, a pre-configured in-browser cloud workspace (only available on desktop)
In this project, you’ll help a leading healthcare organization build a model to predict the likelihood of a patient suffering a stroke. The model could help improve a patient’s outcomes. Working with a real-world dataset, you’ll use R to load, clean, process, and analyze the data and then train multiple classification models to determine the best one for making accurate predictions.
Upon completion, you’ll produce a well-validated prediction model that showcases your ability to perform a complete data analysis project involving feature engineering, handling missing data, model evaluation, model selection, and model deployment. There isn’t just one right approach or solution in this scenario, which means you can create a truly unique project that helps you stand out to employers. ROLE: Data Analyst SKILLS: R, Data Analysis, Predictive Modeling PREREQUISITES: Load, clean, explore, manipulate, and visualize data in R, Use R to build a prediction model Use R documentations and vignettes to write new codes
This project requires you to independently complete the following steps:
Import data and data preprocessing
Build prediction models
Evaluate and select prediction models
Deploy the prediction model
The Coursera Project Network is a select group of instructors who have demonstrated expertise in specific tools or skills through their industry experience or academic backgrounds in the topics of their projects. If you're interested in becoming a project instructor and creating Guided Projects to help millions of learners around the world, please apply today at teach.coursera.org.
Projects give you real-world challenges to solve with industry tools, and produce work samples that you can add to your Coursera Skills Profile to help you stand out to employers.
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