医疗保健数据分析课程可以帮助您学习统计分析、数据解析、数据可视化、预测建模和患者疗效测量。您可以掌握解读复杂数据集、识别医疗保健服务趋势以及做出数据驱动决策以改善患者护理的技能。许多课程都会介绍 R、Python 和 Tableau 等工具,这些工具支持分析医疗保健数据和创建有影响力的 Visualization 报告,以便向利益相关者介绍趋势和结果。

Edureka
您将获得的技能: Power BI, Data Visualization, Data Analysis Expressions (DAX), Matplotlib, Plotly, Data Analysis, Exploratory Data Analysis, Seaborn, SQL, Pandas (Python Package), Probability & Statistics, Regression Analysis, Machine Learning, Statistical Hypothesis Testing, Python Programming, Data Transformation, Feature Engineering, Data Integration, NumPy, Web Scraping
中级 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: R (Software), Model Evaluation, Statistical Modeling, Statistics, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistical Hypothesis Testing, Scripting, Package and Software Management, Data Import/Export
初级 · 专项课程 · 1-3 个月

您将获得的技能: Health Care Procedure and Regulation, Health Informatics, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Preprocessing, Data Literacy, Descriptive Analytics, Database Design, Relational Databases, Data Integration, Spreadsheet Software
中级 · 课程 · 1-4 周

您将获得的技能: Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Governance, Health Information Management, Cloud Security, Data Management, Regulatory Compliance, Data Architecture, Scalability, Health Care Procedure and Regulation, Data Security, IT Security Architecture, Personally Identifiable Information, General Data Protection Regulation (GDPR), Information Privacy, Microsoft Azure, Interoperability, Encryption, Identity and Access Management, Real Time Data
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Health Informatics, Health Information Management, Health Systems, Health Technology, Clinical Informatics, Health Care, Health Information Management and Medical Records, Health Care Administration, Data Sharing, Electronic Medical Record, Interoperability, Decision Support Systems, Data Management, Data Storage, Artificial Intelligence, Digital Transformation
初级 · 课程 · 1-4 周

Empower School of Health
您将获得的技能: Health Technology, Healthcare Ethics, Data Ethics, Telehealth, Medical Privacy, Health Informatics, Responsible AI, Clinical Research Ethics, Law, Regulation, and Compliance, Emerging Technologies, Healthcare Industry Knowledge, Health Information Management, Digital Transformation, Health Systems, Health Equity, Information Privacy, Blockchain, Cloud Storage, Robotic Process Automation, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 1-3 个月

您将获得的技能: Healthcare Project Management, Clinical Documentation, Generative AI, Responsible AI, Resource Utilization, Patient Flow, Lean Methodologies, Operational Efficiency, Data Ethics, Operations Management, Health Care Procedure and Regulation, Informed Consent, Project Risk Management, Performance Metric, Continuous Improvement Process, Medical Privacy, AI Security, Healthcare Ethics, Generative AI Agents, Health Informatics
中级 · 专项课程 · 3-6 个月

您将获得的技能: Health Technology, Health Policy, Health Assessment, Health Care, Analysis, Clinical Trials, Model Evaluation, Data Synthesis, Statistical Modeling
中级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 卫生系统, 护理协调, 健康信息管理, 临床数据管理, 互操作性, 医疗保健, 数据存储, 大数据, 医疗保健行业知识, Data Dictionary, 基于价值的护理, 医学术语, 数据整合, ICD 编码(ICD-9/ICD-10), 数据映射, 元数据管理, 数据扫盲, 健康信息学, 数据质量, 分类学
中级 · 课程 · 1-4 周
University of Glasgow
您将获得的技能: Deep Learning, Model Evaluation, Data Ethics, Health Informatics, ICD Coding (ICD-9/ICD-10), Clinical Data Management, Medical Records, Clinical Informatics, Descriptive Analytics, Database Design, AI Security, Electronic Medical Record, Responsible AI, Data Mining, Precision Medicine, Analytics, Recurrent Neural Networks (RNNs), Data Preprocessing, Machine Learning, Autoencoders
中级 · 专项课程 · 3-6 个月

University of Colorado System
您将获得的技能: Health Systems, Digital Transformation, Healthcare Industry Knowledge, Health Technology, Health Care, Health Informatics, Health Equity, Artificial Intelligence, Chronic Diseases, Machine Learning
初级 · 课程 · 1-4 周

Stanford University
您将获得的技能: 卫生系统, 负责任的人工智能, 数据伦理, 模型部署, 人工智能, 健康技术, 持续监测, 医疗保健行业知识, 模型评估, 医疗保健伦理, 临床评估, 监管合规, 健康差异, 健康公平, AI 安全, 健康信息学, AI 赋能, 医疗程序和 Regulator
初级 · 课程 · 1-3 个月