Clinical Data Analysis Courses and Certifications

Genentech

Hands On Clinical Reporting Using R

Explore open-source R packages for clinical data reporting, covering the flow from raw data to final outputs. Learn SDTM, ADaM, and tools for generating regulatory-compliant tables, listings, and graphs.

• Coursera
• 20 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

International Centre for Theoretical Sciences

Ownership and Governance of Health Data Genomics by Anurag Agrawal

Explore ethical considerations and governance frameworks for health data and genomics, focusing on ownership, privacy, and responsible use in research and healthcare settings.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Online Course

International Centre for Theoretical Sciences

Ethical and Equitable Data Sharing - Navigating the Benefits and Challenges

Explore ethical data sharing in healthcare, balancing benefits and challenges. Learn strategies for equitable access, privacy protection, and responsible use of health data for research and innovation.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Online Course

International Centre for Theoretical Sciences

Digital Health and AI in Healthcare at IIITD by Tavpritesh Sethi

Explore AI's transformative impact on healthcare, from predictive analytics to personalized medicine, and learn how digital technologies are revolutionizing patient care and health outcomes.

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

Microcredential

AI in Healthcare

Explore AI's transformative potential in healthcare, from data analysis to ethical implementation. Learn to safely integrate AI technologies into clinical practice and improve patient care.

• Coursera
• 39 weeks, 2 hours a week
• On-Demand
• Paid Course
• 5 courses

Machine Learning for Healthcare

6 reviews

This course introduces students to machine learning in healthcare, including the nature of clinical data, disease progression modeling, precision medicine, diagnosis, subtype discovery, and improving clinical workflows.

• MIT OpenCourseWare
• 31 hours
• On-Demand
• Free Online Course

Identifying Patient Populations

38 ratings at Coursera

Learn computational phenotyping to identify patient populations using clinical data types, data manipulations, and algorithm selection. Develop skills to create algorithms for diseases like diabetes and hypertension.

• Coursera
• 13 hours 25 minutes
• On-Demand
• Free Online Course (Audit)

American Society for Microbiology

A Cost-Effective Alternative for Treating Staphylococcal Bloodstream Infections

1 review

Comparing nafcillin and cefazolin for MSSA bacteremia treatment: A cost-effective alternative with similar clinical outcomes, benefiting patients and hospitals.

• YouTube
• 27 minutes
• On-Demand
• Conference Talk

Applications of AI Technology

21 ratings at FutureLearn

Learn how AI technology is influencing four key areas: intelligent systems, medtech, deep learning, and sustainable fishing

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

Databricks

Apache Spark NLP for Healthcare - Building Real-World AI Systems

Explore real-world healthcare AI systems using NLP, covering patient risk prediction, diagnosis automation, and revenue optimization. Learn key considerations for building domain-specific models and scalable ML pipelines.

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

Devoxx

Neural Networks and Brains

Explore deep learning for lung cancer survival prediction using convolutional networks, multi-scale data, and clinical parameters. Learn about noise-based robustness and priming techniques for improved model performance across cohorts.

• YouTube
• 48 minutes
• On-Demand
• Conference Talk

International Centre for Theoretical Sciences

Training Deep Learning Computer Vision Models in Pytorch Part II by Pranay Goel

Learn advanced techniques for training deep learning computer vision models using PyTorch, including optimization strategies and model architectures for improved performance and accuracy.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Online Course

International Centre for Theoretical Sciences

How to Train Your DragoNN - A Primer on Deep Learning for Regulatory Genomics by Anshul Kundaje

Explore deep learning applications in regulatory genomics, focusing on techniques to analyze and interpret genomic data for understanding gene regulation and disease mechanisms.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Online Course

International Centre for Theoretical Sciences

ML and Health Care - An Obgyn Perspective by Uma Ram

Explore machine learning applications in obstetrics and gynecology from an expert's perspective, focusing on potential benefits and challenges in women's healthcare.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Online Course

International Centre for Theoretical Sciences

Use of Big Data Analytics in Healthcare Research by Rajiv Raman

Explore how big data analytics revolutionizes healthcare research, enhancing patient outcomes and driving medical advancements through innovative data-driven approaches.

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