Big Data in Healthcare Course
Master big data in healthcare by turning EHR and claims data into safe, fair, and actionable heart failure insights. Learn feature engineering, model evaluation, bias monitoring, and workflow integration to cut readmissions and improve patient outcomes.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
The Big Data in Healthcare Course shows you how to frame real-world readmission problems, explore complex U.S. datasets, and engineer powerful clinical, temporal, and cost features. Learn proven modeling, evaluation, and imbalance techniques, then master secure, compliant deployment, EHR integration, workflow design, and continuous monitoring so predictive tools stay accurate, fair, and operationally effective.
Elevify advantages
Develop skills
- Clinical problem framing: turn heart failure readmissions into clear ML goals.
- Healthcare data assessment: spot leakage, bad codes, and timeline errors fast.
- Feature engineering for EHR: build cost, utilization, and comorbidity predictors.
- Model evaluation in healthcare: pick metrics, handle imbalance, explain risk.
- Safe deployment in hospitals: integrate into EHR, monitor drift, bias, and impact.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workloadWhat our students say
Your classes are perfect. I got the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... thank you for everything you do, I've already recommended you to others...

Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can switch chapters and skip content I don't need.

Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!

Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the extra videos really help with learning.

Giulio CarloPrompt Engineering Student
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