Healthcare Data Analysis Courses and Certifications

Machine Learning for Healthcare Applications

Master machine learning techniques for healthcare analytics, building predictive models for clinical decision support, patient phenotyping, and temporal analysis with focus on interpretability.

• Coursera
• 7 hours 41 minutes
• Self-Paced
• Paid Course

Coursera

Extract, Map, and Analyze Clinical Data

Master systematic clinical data extraction and mapping from Epic Clarity systems to transform raw healthcare data into reliable insights that improve patient outcomes.

• Coursera
• 2 hours 14 minutes
• Self-Paced
• Paid Course

Coursera

Tidymodels in R: Building tidy machine learning models

Learn to build tidy machine learning models in R for healthcare analytics. Preprocess clinical data, train models, and create a pipeline to predict hospital readmissions using Tidymodels.

• Coursera
• 2 hours 54 minutes
• Self-Paced
• Paid Course

Coursera

Transform, Analyze, & Healthcare Data

Master Excel techniques to clean and standardize healthcare datasets, eliminate duplicates, and merge clinical data for reliable patient records and informed medical decisions.

• Coursera
• 2 hours 20 minutes
• Self-Paced
• Paid Course

Health Analytics and Data Analysis

Master data-driven healthcare decision-making through analytics, from patient outcomes to financial performance, using real-world case studies and evidence-based frameworks.

• Coursera
• 14 hours 17 minutes
• Self-Paced
• Paid Course

Advanced Healthcare Analytics

Master neural networks, deep learning imaging, and clinical NLP to solve high-value healthcare problems while ensuring responsible AI deployment in regulated environments.

• Coursera
• 8 hours 7 minutes
• Self-Paced
• Paid Course

Healthcare Data Visualization and Decision Support

Master healthcare data visualization to transform complex medical data into clear, actionable insights through interactive dashboards and strategic communication techniques.

• Coursera
• 10 hours 11 minutes
• Self-Paced
• Paid Course

Amazon Comprehend Medical Getting Started

Discover how to extract and analyze medical information from unstructured text using Amazon Comprehend Medical for healthcare applications.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Paid Course

Computer Vision and Sequence Analysis in Machine Learning

Explore machine learning techniques for analyzing medical images and time-series data, including brain tumor detection from MRI scans and sepsis prediction from patient vitals.

• Coursera
• 15 hours 51 minutes
• Self-Paced
• Paid Course

Coursera

Automate R scripts with GitHub Actions: Deploy a model

Automate R scripts for model deployment using GitHub Actions. Learn to access Google Sheets data and send automated emails, enhancing healthcare analytics workflow efficiency.

• Coursera
• 2 hours 56 minutes
• Self-Paced
• Paid Course

Coursera

Classify, Document & Validate Healthcare Data

Master healthcare data stewardship through systematic classification, documentation, and validation techniques that ensure regulatory compliance and data integrity.

• Coursera
• 2 hours 34 minutes
• Self-Paced
• Paid Course

Health 308: Healthcare Quality & Outcome Measurement

Comprehensive exploration of healthcare quality measurement, covering data management, statistical analysis, patient outcomes, and industry trends for improved healthcare delivery.

• Study.com
• 16 hours 8 minutes
• Self-Paced
• Paid Course

Coursera

Agentic AI Content for Practitioners (Teams: Healthcare)

Discover how to implement autonomous AI systems in healthcare settings, from automating documentation to accelerating clinical research while ensuring regulatory compliance.

• Coursera
• 3 hours 38 minutes
• Self-Paced
• Paid Course

EDUCBA

Machine Learning with Python: Diabetes Prediction

Master diabetes prediction using Python and machine learning through hands-on practice with real healthcare data, logistic regression, and ROC curve evaluation techniques.

• Coursera
• 2 hours 32 minutes
• Self-Paced
• Paid Course

Coursera

Transform Healthcare Data: Cleanse and Evaluate

Master systematic healthcare data preparation techniques to identify missing patterns, clean text fields, and evaluate outlier impacts for reliable patient care insights.

• Coursera
• 2 hours 10 minutes
• Self-Paced
• Paid Course