課程信息
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中級

完成時間大約為13 小時

建議:4 weeks of study, 2-5 hours/week...

英語(English)

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學習Course的學生是
  • Data Analysts
  • Data Scientists
  • Medical Doctors
  • Business Analysts
  • Researchers
User
學習Course的學生是
  • Data Analysts
  • Data Scientists
  • Medical Doctors
  • Business Analysts
  • Researchers

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

中級

完成時間大約為13 小時

建議:4 weeks of study, 2-5 hours/week...

英語(English)

字幕:英語(English)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 2 小時

Solving the Business Problems

8 個視頻 (總計 61 分鐘), 1 個閱讀材料, 1 個測驗
8 個視頻
Module 1 Introduction3分鐘
Provider Profiling10分鐘
How to Make Fairer Comparisons Using Risk Adjustment6分鐘
How Risk Adjustment is Performed8分鐘
Patient Safety: Measuring Adverse Events7分鐘
Super-Utilizers of Health Resources10分鐘
Fraud Detection10分鐘
1 個閱讀材料
A Note From UC Davis10分鐘
1 個練習
Module 1 Quiz30分鐘
2
完成時間為 2 小時

Algorithms and "Groupers"

7 個視頻 (總計 51 分鐘), 1 個測驗
7 個視頻
Clinical Identification Algorithms (CIA)9分鐘
HEDIS and AHRQ Quality Measures7分鐘
Analytical Groupers6分鐘
Open Source Groupers - Grouping Diagnoses and Procedures7分鐘
Open Source Groupers - Comorbidity, Patient Risk, and Drugs8分鐘
Commercial Groupers10分鐘
1 個練習
Module 2 Quiz30分鐘
3
完成時間為 3 小時

ETL (Extract, Transform, and Load)

6 個視頻 (總計 49 分鐘), 1 個測驗
6 個視頻
Analytical Processes and Planning10分鐘
Data Mining and Predictive Modeling - Part 16分鐘
Data Mining and Predictive Modeling - Part 26分鐘
Extracting Data for Analysis10分鐘
Transforming Data for Analytical Structures11分鐘
1 個練習
Module 3 Quiz30分鐘
4
完成時間為 5 小時

From Data to Knowledge

7 個視頻 (總計 49 分鐘), 1 個閱讀材料, 2 個測驗
7 個視頻
Solving Analytical Problems with Risk Stratification8分鐘
Risk Stratification: Variables, Groupers, Predictors8分鐘
Risk Stratification: Model Creation/Evaluation and Deployment of Strata9分鐘
Medicare Claims Data - Source and Documentation8分鐘
Final Tips to Help Understand and Interpret Healthcare Data8分鐘
Course Summary2分鐘
1 個閱讀材料
Welcome to Peer Review Assignments!10分鐘
1 個練習
Module 4 Quiz30分鐘

講師

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Brian Paciotti

Healthcare Data Scientist
Research IT

關於 加州大学戴维斯分校

UC Davis, one of the nation’s top-ranked research universities, is a global leader in agriculture, veterinary medicine, sustainability, environmental and biological sciences, and technology. With four colleges and six professional schools, UC Davis and its students and alumni are known for their academic excellence, meaningful public service and profound international impact....

關於 Health Information Literacy for Data Analytics 專項課程

This Specialization is intended for data and technology professionals with no previous healthcare experience who are seeking an industry change to work with healthcare data. Through four courses, you will identify the types, sources, and challenges of healthcare data along with methods for selecting and preparing data for analysis. You will examine the range of healthcare data sources and compare terminology, including administrative, clinical, insurance claims, patient-reported and external data. You will complete a series of hands-on assignments to model data and to evaluate questions of efficiency and effectiveness in healthcare. This Specialization will prepare you to be able to transform raw healthcare data into actionable information....
Health Information Literacy for Data Analytics

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