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。
University of Michigan
您将获得的技能: R (Software), Model Evaluation, Statistical Modeling, Statistics, Data Visualization, Data Analysis, Sampling (Statistics), Data Wrangling, Data Manipulation, Predictive Modeling, Correlation Analysis, Histogram, Biostatistics, Statistical Reporting, Statistical Analysis, Statistical Hypothesis Testing, Scripting, Statistical Software, Package and Software Management, Scripting Languages
★ 4.9 (13) · 初级 · 专项课程 · 1-3 个月

University of California, Davis
您将获得的技能: 分析, 数据建模, 数据库系统, 健康信息学, 数据分析, 数据仓库, 数据转换, 数据验证, 卫生系统, 数据整合, 数据质量, 关系数据库, 星形模式, 互操作性, 数据清理, Data Validation
★ 4.6 (56) · 中级 · 课程 · 1-4 周
Illinois Tech
您将获得的技能: Health Informatics, Clinical Informatics, AI Product Strategy, Health Information Management and Medical Records, Epic EMR, Patient Flow, Public Health, Health Systems, Public Health and Disease Prevention, Innovation, Health Care, Healthcare Project Management, Patient Coordination, Data Analysis, Data Management, Natural Language Processing, Data Governance, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Regulatory Compliance
中级 · 专项课程 · 1-3 个月

University of California, Davis
您将获得的技能: 健康信息学, 医学术语, 大数据, 数据字典, ICD 编码(ICD-9/ICD-10), 数据扫盲, 健康信息管理, 临床数据管理, 医疗保健行业知识, 卫生系统, 医疗程序与法规, 护理协调, 临床信息学, 基于价值的护理, 分类学, 数据整合, 元数据管理, 数据质量, 数据映射, 互操作性
★ 4.5 (134) · 中级 · 课程 · 1-4 周

您将获得的技能: Dashboard, Dashboard Creation, Data Visualization, Web Content Accessibility Guidelines, Data Presentation, Data Literacy, Data Visualization Software, Statistical Visualization, Heat Maps, Scatter Plots
初级 · 课程 · 1-4 周

您将获得的技能: Unsupervised Learning, Feature Engineering, Model Evaluation, Applied Machine Learning, Predictive Modeling, Supervised Learning, Clinical Informatics, Machine Learning, Machine Learning Methods, Model Training, Health Informatics, Machine Learning Algorithms, Data Preprocessing, Predictive Analytics, Decision Tree Learning, Time Series Analysis and Forecasting, Logistic Regression, Forecasting, Classification Algorithms, Dimensionality Reduction
中级 · 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)
★ 3.9 (18) · 中级 · 专项课程 · 1-3 个月

您将获得的技能: Data Security, Security Controls, Health Care Procedure and Regulation, Computer Security Awareness Training, Cybersecurity, Cryptographic Protocols, Role-Based Access Control (RBAC), AWS Identity and Access Management (IAM)
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Business Metrics, Concision, Analytical Skills, Persuasive Communication
初级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 无监督学习, 健康信息学, 计划发展, 机器学习算法, 人工智能和机器学习(AI/ML), 机器学习, 机器学习方法, 医疗保健, 监督学习, 人工神经网络, 深度学习, 模型评估, 应用机器学习, Model Evaluation, 医学科学与研究, 医疗保健项目管理
★ 3 (29) · 高级设置 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Generative AI, Large Language Modeling, Supervised Learning, Generative Model Architectures, Artificial Intelligence, Responsible AI, Machine Learning, Healthcare Industry Knowledge, AI literacy, Healthcare Ethics, Data Ethics, AI Personalization, Predictive Analytics, Health Informatics, Data Collection
★ 3.2 (6) · 混合 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Health Informatics, Medical Records, Health Information Management, Health Information Management and Medical Records, Interoperability, Health Technology, Health Care, Health Systems, Clinical Documentation, Electronic Medical Record System, Clinical Data Management, Data Mapping, Data Sharing, Internet Of Things, Emerging Technologies, Data Management, Unstructured Data, Data Integration, Data Modeling, Data Access
混合 · 课程 · 1-4 周