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 Colorado System
您将获得的技能: Responsible AI, Agentic systems, Machine Learning Algorithms, Model Training, Agentic Workflows, Decision Intelligence, Data Governance, AI Enablement, Health Systems, Health Informatics, Artificial Intelligence, Analytics, Digital Transformation, Healthcare Industry Knowledge, Human Factors (Security), Generative AI Agents, Health Technology, Health Information Management, Information Technology, Information Systems
★ 4.5 (31) · 初级 · 专项课程 · 3-6 个月

John Wiley & Sons
您将获得的技能: Predictive Analytics, Patient Safety, Health Informatics, Patient-centered Care, Predictive Modeling, Clinical Leadership, Care Management, Nursing and Patient Care, Health Care, Data-Driven Decision-Making, Data Storytelling, Health Care Administration, Health Technology, Data Collection, Business Leadership, Data Analysis, Healthcare Industry Knowledge, Applied Machine Learning, Data Quality, Safety Standards
中级 · 课程 · 1-3 个月
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

John Wiley & Sons
您将获得的技能: Healthcare Industry Knowledge, Clinical Documentation, Clinical Informatics, Health Systems, Healthcare Project Management, Health Care, Health Care Procedure and Regulation, Health Informatics, Precision Medicine, Health Care Administration, Medical Devices, Health Technology, AI Enablement, Medical Privacy, Healthcare Ethics, Decision Intelligence, Artificial Intelligence, AI Product Strategy, Machine Learning, AI Workflows
中级 · 课程 · 3-6 个月

SkillUp
您将获得的技能: Model Training, Decision Intelligence, Clinical Documentation, Health Informatics, Predictive Modeling, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Medical Privacy, Large Language Modeling, Logistic Regression, Computer Vision, Embeddings
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, Digital Transformation, Health Information Management, 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

The University of Edinburgh
您将获得的技能: 图像分析, Python 编程, 统计方法, 网络模型, 生物信息学, 医学影像, 临床文件, 大数据, 机器学习方法, 统计建模, 健康信息学, 统计机器学习, 数据分析, 自然语言处理, 应用机器学习, 精准医疗, 概率与统计, 机器学习, 数据科学, 流程建模
★ 4.6 (341) · 中级 · 课程 · 1-3 个月
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

John Wiley & Sons
您将获得的技能: Patient Flow, Patient-centered Care, Hospital Experience, Predictive Analytics, Predictive Modeling, Health Care, Analytics, Healthcare Industry Knowledge, Care Management, Psychosocial Assessments, Data Analysis, Forecasting, Program Evaluation, Health Technology, Cardiology, Data Integration, Leadership
中级 · 课程 · 1-4 周

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

AI CERTs
您将获得的技能: Precision Medicine, Responsible AI, Drug Development, AI Product Strategy, Clinical Trials, Tensorflow, Pharmaceuticals, Clinical Research, PyTorch (Machine Learning Library), AI Enablement, Healthcare Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Generative AI, AI Personalization, Generative AI Agents, Regulatory Affairs, Hospital Medicine, Drug Interaction, Agentic systems
初级 · 课程 · 1-3 个月

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