Clinical Data Analysis Courses and Certifications

Machine Learning in Healthcare: Foundations and Applications

Discover how machine learning transforms healthcare through real-world clinical applications, algorithms, and data-driven decision-making with expert insights from neurosurgeon Dr. Ghaith Habboub.

• Coursera
• 2 hours 36 minutes
• Self-Paced
• Paid Course

Coursera

Beyond basics: Advanced Data Analysis with Python

Master advanced statistical methods, hypothesis testing, A/B testing, and workflow automation using Python with real employee and medical datasets to solve complex business problems.

• Coursera
• 6 hours 2 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

SQL for Healthcare

834 ratings at Udemy

Let's Learn SQL and Healthcare Analytics Concepts Together

• Udemy
• 3 hours 43 minutes
• Self-Paced
• Paid Course

Tableau For Healthcare

706 ratings at Udemy

Explore why and how we use Tableau to analyze quality healthcare within hospitals and health systems.

• Udemy
• 3 hours 11 minutes
• Self-Paced
• Paid Course

Labroots

Automating Data Analysis in Clinical Flow Cytometry

Discover how machine learning transforms flow cytometry data analysis in clinical labs, improving efficiency and reducing costs while addressing labor shortages in hematological diagnostics.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Epidemiology & Biostatistics – USMLE Prep Videos

7 ratings

Comprehensive video series covering key concepts in epidemiology and biostatistics, including study designs, statistical analysis, risk assessment, and screening tests for USMLE preparation.

• YouTube
• 2 hours 30 minutes
• Self-Paced
• Free Video

Explore healthcare data solutions in Microsoft Fabric

Master healthcare data management in Microsoft Fabric, covering FHIR clinical data ingestion, DICOM imaging transformation, and OMOP analytics deployment for comprehensive medical data solutions.

• Microsoft Learn
• 5 hours 52 minutes
• Self-Paced
• Free Online Course

TED

Visualizing the Medical Data Explosion

Explore cutting-edge tools for analyzing vast medical imaging data, including virtual autopsies and futuristic technologies, revolutionizing how doctors interpret patient information.

• YouTube
• 17 minutes
• Self-Paced
• Conference Talk

American Society for Microbiology

A Cost-Effective Alternative for Treating Staphylococcal Bloodstream Infections

1 rating

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

• YouTube
• 27 minutes
• Self-Paced
• Conference Talk

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
• Self-Paced
• Conference Talk

Devoxx

Deciphering Doctor's Handwriting with Deep Learning

Explore deep learning techniques to decipher doctors' handwriting, improving accuracy and efficiency in medical data processing for the Flemish Government.

• YouTube
• 51 minutes
• Self-Paced
• Conference Talk

Simons Institute

The Mathematical Essence of Aging - Theoretically Speaking

Explore mathematical models of aging using large-scale medical data, revealing seasonal hormone patterns and insights into age-related diseases, with implications for optimal treatment strategies.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

The Aspen Institute

Customized Care: A Path to Better Health - Technology's Impact on Healthcare

Explore the future of personalized healthcare with Dr. David Agus, discussing technological advancements and their impact on wellness in the golden age of health.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

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
• Self-Paced
• Free Video