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。

Northeastern University
您将获得的技能: Medical Privacy, Health Informatics, Health Information Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Digital Transformation, Health Care, Clinical Informatics, Emerging Technologies, Information Privacy, Data Management, Technology Strategies, Cybersecurity, Data Security, Platform As A Service (PaaS), Security Strategy, Innovation, Data Integration
初级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: 数据伦理, 临床信息学, 电子病历, 健康技术, 社区卫生, 图论, 医疗保健, 医疗保健行业知识, 数据共享, 远程保健, 公共卫生, 信息学, 数据可视化, 健康信息学, 护理, 口腔信息学, 互操作性, 健康信息管理
混合 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Healthcare Ethics, Diagnostic Tests, Statistical Methods, Patient Communication, Clinical Research, Healthcare Industry Knowledge, Probability & Statistics, Clinical Assessment, Health Informatics, Health Policy, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Health Disparities
初级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Responsible AI, Agentic systems, Data Ethics, Generative AI Agents, Artificial Intelligence, Healthcare Ethics, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Health Technology, AI Personalization, Health Systems, Generative AI, Solution Design, Predictive Modeling, Real Time Data
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Patient-centered Care, Health Informatics, Patient Communication, Healthcare Industry Knowledge, Health Technology, Analytics, Data Analysis, Predictive Analytics, Innovation, Big Data, Data-Driven Decision-Making, Decision Support Systems, Social Determinants Of Health, Artificial Intelligence
初级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Machine Learning Algorithms, Human Factors (Security), Machine Learning, Applied Machine Learning, Artificial Intelligence, Data Modeling, Supervised Learning, Predictive Modeling, Statistical Modeling, Health Informatics, Diagnostic Tests, Decision Support Systems, Unsupervised Learning, Reinforcement Learning, Data Mining, Exploratory Data Analysis, Descriptive Analytics
初级 · 课程 · 1-4 周

您将获得的技能: Clinical Trials, Clinical Data Management, Clinical Research, Case Report Forms, SAS (Software), Pharmaceuticals, Statistical Programming, Data Analysis, Statistical Analysis, Informed Consent, Data Manipulation, Descriptive Statistics
初级 · 课程 · 1-4 周
University of Glasgow
您将获得的技能: 描述性统计, 临床数据管理, 关系数据库, 机器学习, 预测建模, ICD 编码(ICD-9/ICD-10), 分析, 临床信息学, 电子病历, SQL, 医疗记录, 互操作性, 预测分析, 探索性数据分析, 数据挖掘, 描述性分析, 数据库设计, 健康信息学, 病人流程, 精准医疗
中级 · 课程 · 1-4 周
Northeastern University
您将获得的技能: 机器学习算法, 数据驱动的决策制定, 高级分析, 客户体验战略(CX), 分析, 商业分析, 商业智能, 人工智能和机器学习(AI/ML), 决策支持系统, 预测分析, 健康信息学, 应用机器学习, 医疗保健行业知识, 过程分析, 流程制图
中级 · 课程 · 1-4 周

Universiteit Leiden
您将获得的技能: 预测建模, 回归分析, 高级分析, 预测分析, 统计推理, 预防保健, R 语言程序设计(中文版), 统计建模, 健康信息学, 统计机器学习, Data Validation, 风险模型, 样本量的确定
中级 · 课程 · 1-3 个月
您将获得的技能: Responsible AI, Data Ethics, Medical Privacy, Generative AI, Generative AI Agents, Clinical Informatics, Patient-centered Care, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Information Management, Regulatory Compliance, Healthcare Industry Knowledge, Personally Identifiable Information, Health Care Procedure and Regulation, Health Care, Data Governance, Medical Imaging, Innovation, System Implementation
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Data Storytelling, Exploratory Data Analysis, Data Visualization, Data Visualization Software, Data Presentation, Interactive Data Visualization, Infographics, Tableau Software, Dashboard, Data Analysis, Data-Driven Decision-Making, Data Ethics, Trend Analysis, Business Analytics, Peer Review
初级 · 课程 · 1-4 周