Data Analytics for Healthcare Operations
( 25 Modules )

Module #1
Introduction to Healthcare Operations
Overview of healthcare operations, importance of data analytics, and course objectives

Module #2
Data Analytics in Healthcare
Applications of data analytics in healthcare, benefits, and challenges

Module #3
Healthcare Data Sources and Systems
Overview of healthcare data sources, EMRs, claims data, and other health information systems

Module #4
Data Quality and Governance
Importance of data quality, data governance frameworks, and best practices

Module #5
Descriptive Analytics in Healthcare
Descriptive analytics concepts, summarization, and visualization techniques

Module #6
Healthcare Performance Metrics
Key performance indicators (KPIs) in healthcare, measurement, and benchmarking

Module #7
Data Visualization for Healthcare
Data visualization tools and techniques for healthcare data, best practices

Module #8
Predictive Analytics in Healthcare
Predictive analytics concepts, regression, decision trees, and clustering

Module #9
Machine Learning in Healthcare
Machine learning concepts, supervised and unsupervised learning, and model evaluation

Module #10
Prescriptive Analytics in Healthcare
Prescriptive analytics concepts, optimization, and simulation techniques

Module #11
Clinical Decision Support Systems
Clinical decision support systems (CDSSs), role in healthcare, and examples

Module #12
Operations Research in Healthcare
Operations research concepts, linear programming, and integer programming

Module #13
Workflow Analysis and Optimization
Workflow analysis, process mapping, and optimization techniques

Module #14
Capacity Planning and Management
Capacity planning, bed management, and resource allocation strategies

Module #15
Supply Chain Management in Healthcare
Supply chain management concepts, inventory management, and logistics

Module #16
Patient Flow and Access Management
Patient flow, access management, and throughput optimization

Module #17
Emergency Department Operations
ED operations, triage, and patient flow optimization

Module #18
Surgery and Perioperative Services
Surgery and perioperative services, OR management, and scheduling optimization

Module #19
Ambulatory Care and Clinics
Ambulatory care, clinic operations, and patient flow optimization

Module #20
Revenue Cycle Management
Revenue cycle management, claims processing, and billing optimization

Module #21
Healthcare Budgeting and Financial Planning
Healthcare budgeting, financial planning, and cost accounting

Module #22
Quality Improvement and Patient Safety
Quality improvement, patient safety, and root cause analysis

Module #23
Healthcare Policy and Regulations
Healthcare policy, regulations, and compliance requirements

Module #24
Data Analytics Tools and Technologies
Overview of data analytics tools and technologies, data warehousing, and ETL

Module #25
Course Wrap-Up & Conclusion
Planning next steps in Data Analytics for Healthcare Operations career

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Data Analytics for Healthcare Operations ( 25 Modules )

Data Analytics for Healthcare Operations
( 25 Modules )