医疗保健数据分析课程
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。
热门医疗保健数据解析课程与认证
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
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
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
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
Northeastern University
您将获得的技能: 数据可视化, 数据收集, 数据驱动决策, 数据故事, 数据可视化软件, 数据展示, 数据分析软件, 交流, 数据分析, 探索性数据分析, 商业分析, 讲故事, 设计元素和原则, Tableau 软件, 数据伦理, 仪表板, 趋势分析
University of California, Davis
您将获得的技能: 预测建模, 欺诈检测, 数据转换, 数据整合, 健康信息管理, 数据字典, 分类算法, 摘录, 基于价值的护理, 分析技能, 异常检测, 数据质量, 数据分析, 健康信息学, 风险分析, 数据挖掘, 数据映射, 临床信息学
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
University of Colorado System
您将获得的技能: 时间序列分析和预测, 数据建模, 数据科学, 临床研究, 分析, 数据预处理, 数据质量, 统计报告, 数据分析, 健康信息学, 临床数据管理, 电子病历
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
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
Johns Hopkins University
您将获得的技能: 决策智能, 信息学, 需求征询, 决策支持系统, 健康信息管理, 健康技术, 解决方案设计, 健康信息学, 可用性测试, 临床数据管理, 电子病历, 以用户为中心的设计, 医疗保健, 临床信息学
University of Colorado System
您将获得的技能: 关系数据库, 数据共享, 数据转换, 临床研究, 数据建模, 数据整合, 数据验证, 查询语言, 摘录, 数据字典, 数据质量, Data Validation, 健康信息学, 临床数据管理, 数据库设计, 数据映射
总之，以下是 10 最受欢迎的 healthcare data analytics 课程
- AI Technologies in Healthcare: SkillUp
- The Simplest Guide™ to Clinical Data Analysis with SAS: Packt
- Health Informatics Capstone & Innovation Project: Illinois Tech
- Computer Vision and Sequence Analysis in Machine Learning: Cleveland Clinic
- 医疗保健信息设计与可视化: Northeastern University
- 常见医疗问题的分析解决方案: University of California, Davis
- Engaging in Improving Patient Experience Through Analytics: Northeastern University
- 高级临床数据科学: University of Colorado System
- Data Augmented Technology Assisted Medical Decision Making : University of Michigan
- AI Integration in Healthcare: University of Colorado System
