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。

SkillUp
您将获得的技能: Healthcare 5.0, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, Generative Model Architectures, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Preprocessing, Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Clinical Trials, Clinical Data Management, Clinical Research, Case Report Forms, SAS (Software), Statistical Reporting, Pharmaceuticals, Data Analysis, Statistical Analysis, Informed Consent, Data Manipulation, Descriptive Statistics
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Responsible AI, Health Technology, Health Informatics, Clinical Informatics, Electronic Medical Record, Technology Roadmaps, Patient Flow, Public Health, Innovation, Healthcare Project Management, Systems Integration, Artificial Intelligence, Data Analysis, Data Ethics, Interoperability, Emerging Technologies, Solution Design, Model Evaluation, Application Programming Interface (API), Project Management
混合 · 课程 · 1-4 周

Cleveland Clinic
您将获得的技能: Convolutional Neural Networks, Transfer Learning, Healthcare 5.0, Predictive Modeling, Applied Machine Learning, Biomedical Engineering, Model Evaluation, Health Informatics, Data Structures
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: 探索性数据分析, 数据可视化, 数据展示, 商业分析, 同行评审, 数据伦理, 数据分析, 数据驱动决策, 仪表板, 交互式数据可视化, 趋势分析, 信息图表, 数据故事, Tableau 软件, 数据可视化软件
初级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 数据转换, 预测建模, 分析, 欺诈检测, 摘录, 数据分析, 数据质量, 数据字典, 临床数据管理, 风险分析, 数据整合, 健康信息学, 数据综合, 质量评估
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Decision Support Systems, Customer experience improvement, Resource Allocation, Health Informatics, Patient-centered Care, Stakeholder Analysis, Operational Analysis, Predictive Analytics, Business Analysis, Analytics, Data-Driven Decision-Making, Personalized Service, Process Development, Systems Integration, Innovation
初级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 数据建模, 数据科学, 数据质量, 数据分析, 时间序列分析和预测, 统计报告, 临床数据管理, 分析技能, 临床研究, 数据清理, 健康信息学
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Healthcare Ethics, Diagnostic Tests, Statistical Methods, Patient Communication, Health Care Procedure and Regulation, Clinical Research, Model Evaluation, Data Ethics, Healthcare Industry Knowledge, Probability & Statistics, Health Technology, Clinical Assessment, Health Informatics, Medical Equipment and Technology, Responsible AI, Applied Machine Learning, Artificial Intelligence, 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: Machine Learning, Model Evaluation, Applied Machine Learning, Artificial Intelligence, Data Modeling, Supervised Learning, Predictive Modeling, Classification Algorithms, Health Informatics, Diagnostic Tests, Decision Support Systems, Unsupervised Learning, Reinforcement Learning, Regression Analysis, Descriptive Analytics
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 人工智能和机器学习(AI/ML), 决策支持系统, 数据采集, 健康信息管理, 解决方案设计, 医疗保健伦理, 临床信息学, 电子病历, 健康信息学, 以用户为中心的设计, 可用性测试, 需求征询
初级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 数据转换, 关系数据库, 数据建模, 数据库设计, 数据质量, 数据仓库, 摘录, 临床数据管理, 查询语言, 数据整合, 健康信息学
中级 · 课程 · 1-3 个月