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), Statistical Modeling, Statistics, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Scripting, Statistical Hypothesis Testing, Package and Software Management, Data Import/Export
初级 · 专项课程 · 1-3 个月

您将获得的技能: Statistical Hypothesis Testing, Clinical Data Management, Clinical Assessment, Data Analysis, Analytics, Machine Learning Methods, Healthcare Ethics, Health Informatics, Regression Analysis, Predictive Analytics, Supervised Learning, Statistical Analysis, Statistics, Probability & Statistics, Decision Tree Learning, Random Forest Algorithm
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Clinical Informatics, Data Ethics, Health Informatics, Responsible AI, Electronic Medical Record System, Health Care, Health Technology, Clinical Data Management, Healthcare Ethics, Artificial Intelligence, Natural Language Processing, Decision Support Systems, Machine Learning, Data Quality, Generative AI
混合 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 深度学习, 健康信息学, Model Evaluation, 无监督学习, 模型评估, 机器学习, 监督学习, 卷积神经网络, 医疗保健, 计划发展, 医学科学与研究, 人工神经网络, 应用机器学习, 医疗保健项目管理
高级设置 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 数据转换, 电子病历, 数据库系统, 数据分析, 健康信息学, Data Validation, 数据仓库, 数据建模, 关系数据库, 数据清理, 数据质量, 健康信息管理, 数据验证, 星形模式, 数据整合, 分析
中级 · 课程 · 1-4 周

University of Glasgow
您将获得的技能: 数据伦理, 及时工程, 人工智能, 医疗保健行业知识, 放射诊断学, 深度学习, 健康信息学, 图像分析, Prompt Engineering, 生成式人工智能, 放射科, 负责任的人工智能, 医疗保健伦理, 医学影像, 口腔信息学, 医疗保健, 临床信息学, 增强现实与虚拟现实(AR/VR), 预测建模
初级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Clinical Documentation, Data Ethics, Health Informatics, Medical Assistance, Healthcare Ethics, Data Literacy, Power BI, Patient Coordination, Generative AI Agents, Epic EMR, Cybersecurity, Patient Flow, Medical Practice Management Software, Tensorflow, Generative AI, Artificial Intelligence, AI Enablement, Health Administration, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 课程 · 1-3 个月

您将获得的技能: Epic EMR, Health Informatics, Data Mapping, Clinical Informatics, Clinical Data Management, Data Dictionary, Electronic Data Capture (EDC), Health Information Management, Data Analysis, Patient-centered Care, Electronic Medical Record, Extract, Transform, Load, Data Transformation, Data Integrity, Data Quality, Data Validation, Data Collection, Data Access
初级 · 课程 · 1-4 周

SkillUp
您将获得的技能: Health Insurance Portability And Accountability Act (HIPAA) Compliance, Clinical Informatics, Clinical Research, Artificial Intelligence, MLOps (Machine Learning Operations), Health Informatics, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Health Information Management, Electronic Medical Record, Medical Privacy, Clinical Data Management, Medical Records, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Informatics, Data Validation, Data Dictionary, Data Quality, Clinical Documentation, Health Care, Metadata Management, Data Governance, Data Security, Taxonomy, Data Integrity, Regulatory Compliance
初级 · 课程 · 1-4 周

您将获得的技能: Interoperability, Medical Privacy, Clinical Data Management, Data Cleansing, Data Preprocessing, Health Informatics, Feature Engineering, Data Transformation, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Quality, ICD Coding (ICD-9/ICD-10), Data Processing, Health Care, Health Information Management, Data Integration, Medical Records, Medical Coding, Data Validation, Electronic Medical Record, Machine Learning
中级 · 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