Monthly Subscription Starting at AED 99 + VAT

Advanced Clinical Data Science
  • Level Professional
  • المدة 4 ساعات hours
  • الطبع بواسطة University of Colorado System
  • Offered by

عن

This course prepares you to deal with advanced clinical data science topics and techniques including temporal and research quality analysis.

الوحدات

Welcome to Advanced Clinical Data Science

    • 1 Videos
    • 1 Readings
Show info about module content

1 Videos

  • Welcome to Advanced Clinical Data Science

1 Readings

  • Get help and meet other learners in this course. Join your discussion forums!

Getting Started

    • 2 Readings
Show info about module content

2 Readings

  • Introduction to Specialization Instructors
  • Course Policies

Introduction to Analytic Integrity

    • 1 Videos
Show info about module content

1 Videos

  • Introduction to Analytic Integrity

Reproducibility and Replicability in Clinical Data Science

    • 3 Videos
Show info about module content

3 Videos

  • Replicability of EHR-Based Analyses
  • Interpreting Analytic Questions
  • Implementing Analytic Questions

Data Quality Considerations in Clinical Data Science

    • 3 Videos
Show info about module content

3 Videos

  • Data Quality in Real World Electronic Health Records
  • Data Quality in ETL
  • Impact of Workflow on Data Quality

Keep Calm and Data Science On

    • 1 Videos
Show info about module content

1 Videos

  • Keep Calm and Data Science On

Week 1 Assessment

    • 1 Assignment
Show info about module content

1 Assignment

  • Week 1 Assessment

Introduction to Temporality

    • 1 Videos
Show info about module content

1 Videos

  • Introduction to Temporality

Temporality

    • 2 Videos
Show info about module content

2 Videos

  • Temporality: Medicine and Healthcare
  • Temporality: Electronic Health Records

Changes Over Time

    • 2 Videos
Show info about module content

2 Videos

  • Changes Over Time: Medicine and Healthcare
  • Changes Over Time: Electronic Health Records

Temporality and Analytics

    • 1 Videos
Show info about module content

1 Videos

  • Temporality and Analytics

Understanding Dates and Times

    • 2 Videos
Show info about module content

2 Videos

  • Understanding Dates and Times: R & SQL
  • Understanding Dates and Times: MIMIC-III and Common Data Models

Week 2 Assessment

    • 1 Assignment
Show info about module content

1 Assignment

  • Week 2 Assessment

Introduction to Missing Data

    • 1 Videos
Show info about module content

1 Videos

  • Introduction to Missing Data

Types of Missing Data

    • 3 Videos
Show info about module content

3 Videos

  • Types of Missing Data
  • Types of Missing Data: Electronic Health Records
  • Types of Missing Data: Clinical Care

Data Missingness Techniques

    • 3 Videos
Show info about module content

3 Videos

  • Data Missingness Techniques: Electronic Health Records
  • Data Missingness Techniques: Record Linkage and Data Quality
  • Data Missingness Techniques: Clinical Care

Missing Data Wrap Up

    • 1 Videos
Show info about module content

1 Videos

  • Missing Data Wrap Up

Week 3 Assessment

    • 1 Assignment
Show info about module content

1 Assignment

  • Week 3 Assessment

Introduction to Careers in Clinical Data Science

    • 1 Videos
Show info about module content

1 Videos

  • Introduction to Careers in Clinical Data Science

Understanding Job Opportunities in Clinical Data Science

    • 2 Videos
Show info about module content

2 Videos

  • Understanding Job Opportunities in Clinical Data Science
  • Clinical Data Science by Any Other Name

Clinical Data Science Competencies

    • 1 Videos
Show info about module content

1 Videos

  • Clinical Data Science Competencies

Evaluating Clinical Data Science Opportunities

    • 1 Videos
Show info about module content

1 Videos

  • Evaluating Clinical Data Science Opportunities

Wrapping up the Specialization

    • 1 Videos
Show info about module content

1 Videos

  • Wrapping up the Specialization

Auto Summary

"Advanced Clinical Data Science" by Coursera focuses on advanced topics in clinical data science, including temporal and research quality analysis. Ideal for professionals in Big Data and Analytics, the course spans 240 hours with subscription options available at Starter and Professional levels.

Michael G. Kahn, MD, PhD
Instructors

Michael G. Kahn, MD, PhD

Laura K. Wiley, PhD
Instructors

Laura K. Wiley, PhD