Search result for Data quality Online Courses & Certifications
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Healthcare Data Quality and Governance
by Doug Berman- 4.5
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Approx. 12 hours to complete
You’ll discover how to measure data quality with metadata, tracking data provenance, validating and verifying data, along with a communication framework commonly used in healthcare settings. Why Data Quality Matters Why Data is Collected and Defining Quality Why Data Quality Matters, Part 1 Why Data Quality Matters, Part 2 How Data Quality Assessment Varies in Different Data Uses...
Advanced Clinical Data Science
by Michael G. Kahn, MD, PhD , Laura K. Wiley, PhD- 0.0
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Approx. 4 hours to complete
This course prepares you to deal with advanced clinical data science topics and techniques including temporal and research quality analysis. Introduction: Advanced Clinical Data Science Data Quality in Real World Electronic Health Records Data Quality in ETL Impact of Workflow on Data Quality Data Missingness Techniques: Record Linkage and Data Quality...
Clinical Data Models and Data Quality Assessments
by Laura K. Wiley, PhD , Michael G. Kahn, MD, PhD- 4.2
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Approx. 17 hours to complete
This course aims to teach the concepts of clinical data models and common data models. Welcome to Clinical Data Models and Data Quality Assessments A Quick Tour of a Common Data Model: Sentinel Techniques: Data Quality Assessments Data quality dimensions / fitness for use Data profiling for data quality assessment Data quality assessment using SQL Techniques: Data Quality Assessments...
Data Wrangling with MongoDB
by Gundega Dekena , Shannon Bradshaw- 0.0
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Approx. 2 months
This course concludes with a final project where students incorporate what they have learned to address a real-world data analysis problem. 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....
Free
Framework for Data Collection and Analysis
by Frauke Kreuter, Ph.D. , Mariel Leonard- 4.2
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Approx. 10 hours to complete
This course will provide you with an overview over existing data products and a good understanding of the data collection landscape. You will learn some metrics to quantify each potential error, and thus you will have tools at hand to describe the quality of a data source. Visualizing the Data Generation Process Quality of Data...
Data Quality Fundamentals
by Sid Inf- 4.2
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3 hours on-demand video
Data quality is not necessarily data that is devoid of errors. Incorrect data is only one part of the data quality equation. Managing data quality is a never ending process. Even if a company gets all the pieces in place to handle today’s data quality problems, there will be new and different challenges tomorrow....
$11.99
Information Visualization: Foundations
by Enrico Bertini , Cristian Felix- 4.5
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Approx. 12 hours to complete
The main goal of this specialization is to provide the knowledge and practical skills necessary to develop a strong foundation on information visualization and to design and develop advanced applications for visual data analysis. The InfoVis pipeline (Diagram of Data Visualization Process) Key Concept: Computer Based Graphical Representations and Visualizing Abstract Data...
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Measuring the Success of a Patient Safety or Quality Improvement Project (Patient Safety VI)
by Matt Austin- 4.6
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Approx. 6 hours to complete
How will you know if your patient safety and quality project is meeting its objectives? Finally, students will learn how to interpret data from their patient safety and quality projects to guide and modify them during implementation to maximize their chances of making a difference for patients. Identify those data that are useful for monitoring and evaluating quality improvement projects....
Quality Improvement in Healthcare Organizations
by Margaret Kilduff, Ph.D.- 4.8
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Approx. 14 hours to complete
Course content includes an overview of quality and quality improvement programs, measures, and data in healthcare organizations. Lesson One: Definition of Quality and Quality Improvement in Healthcare Organizations Lesson Three: Data Collection and Analysis Methodologies for Quality and Quality Improvement Measures in Healthcare Organizations Types of Quality Data in Healthcare Organizations Quality Data Methodology in Healthcare Organizations...
Healthcare Data Security, Privacy, and Compliance
by Paul Nagy, PhD, FSIIM- 4.7
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Approx. 6 hours to complete
In the final course of the Healthcare IT Support program, we will focus on the types of healthcare data that you need to be aware, complexities of security and privacy within healthcare, and issues related to compliance and reporting. Healthcare Data Common Data Types in Healthcare, Part I Common Data Types in Healthcare, Part II...
