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。

Stanford University
您将获得的技能: Model Evaluation, 数据伦理, 模型评估, 人工智能, 负责任的人工智能, 健康公平, 监管合规, 决策支持系统, 医疗保健伦理, 应用程序部署, 医疗设备, 健康信息学, 持续监测, 临床评估, 健康技术, 预测建模, 医疗保健行业知识
初级 · 课程 · 1-3 个月

您将获得的技能: Cost Benefit Analysis, Data-Driven Decision-Making, Health Assessment, Decision Making, Health Technology, Health Care, Pharmaceutical Terminology, Medical Terminology, Model Evaluation, Quality Assessment
中级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Responsible AI, Data Ethics, Health Care Administration, Medical Billing and Coding, Artificial Intelligence, Health Informatics, Regulatory Compliance, AI Enablement, Patient Flow, Machine Learning, Medical Billing, Natural Language Processing, Revenue Cycle Management, Artificial Intelligence and Machine Learning (AI/ML), Health Care, Medical Assistance, Predictive Modeling, Generative AI
中级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Healthcare Project Management, Data Visualization, Concision, Analytical Skills
初级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: 公共卫生, 健康信息管理, 数据伦理, 医疗保健, 社区卫生, 医疗保健伦理, 互操作性, 临床信息学, 口腔信息学, 地理空间信息与技术, 数据可视化, 健康信息学, 电子病历, 远程保健, 图论, 健康技术
混合 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Data Governance, AI Enablement, Health Informatics, Machine Learning Algorithms, Analytics, Advanced Analytics, Data-Driven Decision-Making, Artificial Intelligence, Health Information Management, Decision Support Systems, Business Analytics, Predictive Analytics, Machine Learning, Data Integration, Real Time Data, Artificial Neural Networks
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

Cleveland Clinic
您将获得的技能: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Healthcare Industry Knowledge, Health Informatics, Applied Machine Learning, Clinical Informatics, Health Care, Supervised Learning, Clinical Experience, Emerging Technologies, Artificial Intelligence, Reinforcement Learning, Data-Driven Decision-Making, Data Science
初级 · 课程 · 1-4 周
Northeastern University
您将获得的技能: 分析, 客户体验战略(CX), 决策支持系统, 流程制图, 商业分析, 预测分析, 健康信息学, 应用机器学习, 性能指标, 人工智能和机器学习(AI/ML), 数据驱动决策, 医疗保健行业知识
中级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 生成式对抗网络(GANs), 无监督学习, 自动编码器, 机器学习方法, 深度学习, 人工神经网络, 应用机器学习, 健康信息学, 卷积神经网络, 递归神经网络 (RNN), Python 编程, 图论, 医疗保健项目管理, 预测建模, 图像分析
高级设置 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Data Mining, Health Informatics, Acute Care, Emerging Technologies, Big Data, Health Technology, Analytics, Data Preprocessing, Clinical Informatics, Machine Learning, Health Care, Applied Machine Learning, Artificial Intelligence, Social Determinants Of Health, Home Health Care, Generative AI, Business Process Improvement
混合 · 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