Healthcare Data Analysis Courses and Certifications

MGH Institute of Health Professions

Advanced Principles & Topics in AI & Machine Learning in Healthcare

Dive into advanced AI and machine learning applications in healthcare, exploring sophisticated techniques, implementation strategies, and emerging trends while working with real-world medical scenarios.

• edX
• 4 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course

Coursera

Healthcare SQL for Patient Outcomes

Master SQL database optimization techniques specifically for healthcare environments to improve patient care decision-making speed and accuracy through secure data retrieval.

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

Fundamentals of Data Science in Healthcare

Discover how to transform raw clinical data into analysis-ready datasets using healthcare standards like ICD-10, SNOMED CT, and FHIR while mastering data quality, preprocessing, and HIPAA compliance.

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

Starweaver

AI-Driven Electronic Health Records & Data Management

Discover how to integrate GenAI tools into EHR workflows to reduce documentation time, streamline operations, and improve patient care using Glass Health, DoraScribe, and Keragon.

• Coursera
• 8 hours 6 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

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

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

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

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

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

MGH Institute of Health Professions

Introduction to Statistical Concepts and Describing Data

Explore essential statistical concepts for healthcare professionals, from descriptive measures to hypothesis testing, with hands-on practice using R to analyze real healthcare datasets.

• edX
• 4 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

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

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

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

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