Healthcare Data Analysis Courses and Certifications

MGH Institute of Health Professions

Advanced Topics in Healthcare Data Analysis

Explore advanced healthcare data analysis using R, covering causal inference, model specification, matching, fixed effects, random effects, longitudinal data, and bootstrapping for informed decision-making.

• edX
• 6 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Analyze Healthcare Data for Patient Outcomes

Master systematic monitoring of healthcare infection rates using Excel-based trend analysis and statistical measures to detect spikes, protect patients, and improve outcomes.

• Coursera
• 1 hour 51 minutes
• On-Demand
• Paid Course

Coursera

Analyze Healthcare Data: Boost Patient Outcomes

Master healthcare data analysis to identify key performance metrics, interpret EDA reports, and extract actionable insights that improve patient outcomes and reduce readmission rates.

• Coursera
• 1 hour 33 minutes
• On-Demand
• Paid Course

Coursera

Analyze Healthcare Data with Confidence

Master statistical analysis fundamentals for healthcare data, including confidence intervals, hypothesis testing errors, and Chi-square tests to support evidence-based patient care decisions.

• Coursera
• 2 hours 27 minutes
• On-Demand
• Paid Course

Alex the Analyst

Taking a Look at Real Healthcare Data - ICD11, CPT, HCPCS, Claims

1 review

Explore real healthcare data including ICD11, CPT, HCPCS, and claims in this walkthrough, with access to datasets via GitHub for hands-on learning and practice.

• YouTube
• 15 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Deep Learning and Diabetic Retinopathy by Rajiv Raman

1 review

Explore deep learning applications in diabetic retinopathy detection, enhancing early diagnosis and treatment of this sight-threatening condition through advanced image analysis techniques.

• YouTube
• 1 hour
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Digital Health Data Governance by Nicki Tiffin

Explore digital health data governance principles, challenges, and best practices for ethical and secure management of healthcare information in the digital age.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

The Tommy's Pathway - Providing Effective and Equitable Maternity Care by Basky Tilaganathan

Explore effective and equitable maternity care strategies through the Tommy's Pathway, focusing on improving outcomes and addressing disparities in maternal healthcare.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Modeling Complex Phenotypes by Sayan Mukherjee

Explore advanced techniques for modeling complex phenotypes in health and disease, bridging machine learning with clinical applications to enhance data analysis and prediction in biomedicine.

• YouTube
• 1 hour
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Modeling Noisy Count Data II by Sayan Mukherjee

Explore advanced techniques for modeling noisy count data in health and disease contexts, building on statistical and machine learning approaches to analyze complex biomedical datasets.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Obstetric Risk Assessment - The Need for ML-AI

Explore the potential of machine learning and AI in improving obstetric risk assessment, enhancing patient care and outcomes in maternal health.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Automating Bone Age Assessment from Pediatric Xrays

Learn to automate bone age assessment from pediatric X-rays using machine learning techniques. Explore practical applications in healthcare for more efficient and accurate diagnoses.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Cancer Diagnostics - Opportunities and Challenges by Sudha Sundar

Explore opportunities and challenges in cancer diagnostics, focusing on innovative approaches and potential advancements in early detection and personalized treatment strategies.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Case Study: Analyzing Healthcare Data in Power BI

Practice Power BI with our healthcare case study. Analyze data, uncover efficiency insights, and build a dashboard.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Case Study: Analyzing Healthcare Data in Tableau

Practice Tableau with our healthcare case study. Analyze data, uncover efficiency insights, and build a dashboard.

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available