Health Data Analysis Courses

Calculus through Data & Modeling: Differentiation Rules

60 ratings at Coursera

Explore differentiation rules for various functions, including polynomials, trigonometric, and multivariable. Learn to calculate rates of change and apply these concepts to real-world problems.

• Coursera
• 7 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Health Information Technology Fundamentals

378 ratings at Coursera

Explore electronic health records' role in healthcare, from patient scheduling to discharge. Learn about EHR features, clinical decision support, databases, and effective training strategies for healthcare IT.

• Coursera
• 6 hours 1 minute
• On-Demand
• Free Online Course (Audit)

HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective)

134 ratings at Coursera

Explore health informatics innovations for administrative and IT roles in healthcare, covering topics like data analytics, value-based care, and interoperability to enhance decision-making and operational efficiency.

• Coursera
• 14 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

MongoDB

Data Wrangling with MongoDB

9 reviews

Data Scientists spend most of their time cleaning data. In this course, you will learn to convert and manipulate messy data to extract what you need.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Data Collection and Processing with Python

3961 ratings at Coursera

Learn to fetch and process complex nested data from Internet services using Python, including list comprehensions, requests module, and REST APIs. Build a Flickr tag recommender.

• Coursera
• 20 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Data Collection: Online, Telephone and Face-to-face

336 ratings at Coursera

Explore survey data collection methods, their impact on data quality, and tradeoffs between error sources. Learn about classic and emerging modes, interviewing techniques, and alternative data sources.

• Coursera
• 21 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

Sustainable Consumption and Health

Explore sustainable consumption and health impacts, analyzing environmental footprints, consumption patterns, and global health burdens. Learn to assess and reduce personal impacts while understanding key sustainability metrics and health risk factors.

• Coursera
• 13 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Information Extraction from Free Text Data in Health

Learn advanced machine learning and NLP techniques to extract information from unstructured healthcare documents. Develop skills in medical entity recognition, clinical data extraction, and deep learning for health information analysis.

• Coursera
• 1 day 4 minutes
• On-Demand
• Free Online Course (Audit)

Foundations of Sports Analytics: Data, Representation, and Models in Sports

180 ratings at Coursera

Explore Python-based sports analytics techniques to analyze team and player performance across major leagues, focusing on regression analysis and data representation methods.

• Coursera
• 2 days 1 hour 24 minutes
• On-Demand
• Free Online Course (Audit)

The Influence of Social Context on Health

Explore how social factors, environments, and policies shape health outcomes and disparities across populations, with a focus on conceptual models and practical implications.

• Coursera
• 20 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

Arranging and Visualizing Data in R

Explore R for data manipulation and visualization, covering environment setup, data wrangling with tidyverse, creating publication-ready plots, and establishing efficient project workflows.

• Coursera
• 18 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Advancing Health Equity: A Guide to Reducing Bias in Healthcare

Develop skills to address bias in healthcare, improve patient outcomes, and promote health equity through interactive training, including 360-video experiences and empathy-based analysis.

• Coursera
• 10 hours 40 minutes
• On-Demand
• Free Online Course (Audit)

Structural Racism: Causes of Health Inequities in the U.S.

Explore the root causes of racial health disparities in the U.S., examining historical events, socio-political institutions, and state violence to understand and address systemic inequities in healthcare outcomes.

• Coursera
• 17 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

Achieving Health Equity in Healthcare

Explore approaches to address racial inequity in healthcare, from legal and policy interventions to provider training, quality improvement, and community partnerships. Gain insights on anti-racism and reparations in achieving health equity.

• Coursera
• 10 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

Measuring Total Data Quality

Explore metrics for evaluating Total Data Quality at various stages, create quality concept maps, and apply metrics to real data. Learn to assess trade-offs and identify relevant tools for quality evaluation.

• Coursera
• 9 hours 1 minute
• On-Demand
• Free Online Course (Audit)