Healthcare Data Analysis Courses and Certifications

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

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)

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

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

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

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

Using Electronic Health Records for Better Care

3 reviews

Explore methods to transform patient data into actionable insights, enhancing drug safety monitoring, identifying interactions, and generating evidence-based practices for improved healthcare outcomes.

• YouTube
• 47 minutes
• On-Demand
• Free Online Course

Health Data Science Foundation

Explore health data science, machine learning basics, and deep neural networks for medical applications through lectures, labs, and hands-on projects. Gain practical skills in developing deep learning models for healthcare problems.

• Coursera
• 1 day 10 minutes
• On-Demand
• Free Online Course (Audit)

Advanced Deep Learning Methods for Healthcare

Explore advanced deep learning techniques for healthcare, including attention models, graph neural networks, memory networks, and generative models. Apply these methods to real-world medical challenges through hands-on projects.

• Coursera
• 16 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Healthcare Data Literacy

119 ratings at Coursera

Develop data literacy skills for healthcare, covering industry basics, data types, terminologies, and integration techniques to enhance decision-making and improve patient care.

• Coursera
• 13 hours 26 minutes
• On-Demand
• Free Online Course (Audit)

Capstone Assignment - CDSS 5

This course is a capstone assignment requiring you to apply the knowledge and skill you have learnt throughout the specialization. In this course you will choose one of the areas and complete the assignment to pass.

• Coursera
• 2 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Using clinical health data for better healthcare

114 ratings at Coursera

Explore digital health data analytics, from quality input to deriving insights. Learn to analyze, visualize, and communicate health data effectively for improved healthcare decision-making and outcomes.

• Coursera
• 15 hours 27 minutes
• On-Demand
• Free Online Course (Audit)