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Introduction to Healthcare Data Analytics 专项课程

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SkillUp

Introduction to Healthcare Data Analytics 专项课程

Build Job-Ready Healthcare Analytics Skills. Gain practical skills in data analysis, statistics, and visualization for healthcare applications

SkillUp
Ramesh Sannareddy

位教师:SkillUp

包含在 Coursera Plus

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4 周 完成
在 6 小时 一周
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中级 等级

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4 周 完成
在 6 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Build job-ready healthcare analytics skills by combining data preparation, analysis, and visualization for clinical and business decisions

  • Interpret, clean, and manage healthcare data responsibly while applying privacy, security, and regulatory best practices

  • Apply statistical and predictive modeling techniques to analyze healthcare performance, outcomes, and operational efficiency

  • Design clear, interactive healthcare dashboards and visualizations that communicate insights effectively to executive and clinical stakeholders

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授课语言:英语(English)
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January 2026

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专业化 - 3门课程系列

您将学到什么

  • Describe the types and sources of healthcare data, including electronic health records, claims data, and clinical trial data.

  • Explain data privacy regulations (HIPAA) and best practices for secure healthcare data handling.

  • Apply data collection and cleaning techniques specific to healthcare datasets using Python, Excel, and SQL.

  • Generate descriptive statistics and data quality reports by integrating, cleaning, and validating healthcare data.

您将获得的技能

类别:Database Systems
类别:Spreadsheet Software
类别:Health Care Procedure and Regulation
类别:Data Literacy
类别:Relational Databases
类别:Data Analysis
类别:Statistical Programming
类别:Health Insurance Portability And Accountability Act (HIPAA) Compliance
类别:Health Informatics
类别:Data Integration
类别:Descriptive Analytics
类别:Data Preprocessing

您将学到什么

  • Apply core statistical concepts, including descriptive and inferential statistics, to analyze and interpret healthcare data effectively.

  • Apply mathematical techniques to perform hypothesis testing, correlation analysis, and regression modeling in clinical and operational contexts.

  • Design and implement data models that support clinical decision-making, population health analysis, and healthcare operations.

  • Evaluate and validate statistical models using appropriate metrics to ensure accuracy, reliability, and ethical use of healthcare data.

您将获得的技能

类别:Healthcare Ethics
类别:Data Analysis
类别:Clinical Data Management
类别:Statistical Analysis
类别:Decision Tree Learning
类别:Analytics
类别:Predictive Analytics
类别:Probability & Statistics
类别:Regression Analysis
类别:Health Informatics
类别:Random Forest Algorithm
类别:Statistics
类别:Clinical Assessment
类别:Supervised Learning
类别:Statistical Hypothesis Testing
类别:Machine Learning Methods

您将学到什么

  • Develop job-ready skills to design and communicate healthcare dashboards that support clinical, operational, and strategic decisions.

  • Describe core visualization and dashboard design principles to create clear, accurate, and accessible healthcare visuals.

  • Build interactive dashboards and reports that integrate analytics into healthcare workflows for clinical and administrative use.

  • Present data-driven insights effectively through tailored visualizations for diverse healthcare stakeholders.

您将获得的技能

类别:Statistical Visualization
类别:Looker (Software)
类别:Data Presentation
类别:Data Storytelling
类别:Dashboard
类别:Geospatial Mapping
类别:Health Informatics
类别:Data Analysis
类别:Health Care
类别:Data Visualization Software
类别:Infographics
类别:Data Visualization
类别:Technical Communication
类别:Business Metrics
类别:Clinical Informatics
类别:Health Technology
类别:Scatter Plots
类别:Interactive Data Visualization
类别:Data Literacy
类别:Spatial Data Analysis

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