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 Glasgow
您将获得的技能: Deep Learning, Data Ethics, Health Informatics, ICD Coding (ICD-9/ICD-10), Clinical Data Management, Medical Records, Clinical Informatics, Descriptive Analytics, Database Design, Electronic Medical Record, Responsible AI, Data Mining, Precision Medicine, Analytics, Relational Databases, Electocardiography, Machine Learning, Machine Learning Methods, Applied Machine Learning, Image Analysis
中级 · 专项课程 · 3-6 个月

Northeastern University
您将获得的技能: Health Informatics, Health Information Management, Health Systems, Health Technology, Clinical Informatics, Health Care, Health Care Administration, Data Sharing, Electronic Medical Record, Interoperability, Decision Support Systems, Data Management, Data Storage, Artificial Intelligence, Digital Transformation
初级 · 课程 · 1-4 周

您将获得的技能: Clinical Documentation, Generative AI, Responsible AI, Resource Utilization, Patient Flow, Lean Methodologies, Operational Efficiency, Data Ethics, Health Care Administration, Operations Management, Health Care Procedure and Regulation, Informed Consent, Clinical Research Ethics, Process Improvement, Continuous Improvement Process, Medical Privacy, Healthcare Ethics, Generative AI Agents, Telehealth, Health Informatics
中级 · 专项课程 · 3-6 个月

University of California, Davis
您将获得的技能: 卫生系统, 医疗程序和 Regulator, 护理协调, 临床数据管理, ICD 编码(ICD-9/ICD-10), 数据存储技术, 数据存储, 医疗保健, 数据库, 医疗保健行业知识, 数据质量, 数据整合, 元数据管理, 大数据, 健康信息学, 数据扫盲, 分类学, 医学术语, 健康信息管理
中级 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: Digital Transformation, Business Ethics, Predictive Modeling, Predictive Analytics, Simulation and Simulation Software, Business Transformation, Advanced Analytics, Customer experience strategy (CX), Scikit Learn (Machine Learning Library), Operations Research, Analytics, Business Technologies, Business Analytics, Data-Driven Decision-Making, Feature Engineering, Systems Thinking, Complex Problem Solving, Process Optimization, Technology Strategies, Applied Machine Learning
中级 · 专项课程 · 3-6 个月

University of California, Davis
您将获得的技能: 临床数据管理, 技术交流, Data Governance, 数据管理, Data Management, 变更控制, 元数据管理, 数据扫盲, 医疗记录, Data Validation, 健康信息管理, 数据质量
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Machine Learning Algorithms, Human Factors (Security), Machine Learning, Applied Machine Learning, Artificial Intelligence, Data Modeling, Supervised Learning, Predictive Modeling, Statistical Modeling, Health Informatics, Diagnostic Tests, Decision Support Systems, Unsupervised Learning, Reinforcement Learning, Data Mining, Exploratory Data Analysis, Descriptive Analytics
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: PyTorch(机器学习库), 机器学习, 深度学习, 人工智能和机器学习(AI/ML), 图论, 计划发展, 医疗保健, 应用机器学习, 预测建模, 医学科学与研究, 生成模型架构, 图像分析, 张力流, 大数据, Machine Learning 方法, 健康信息学, 监督学习, 无监督学习, 计算机视觉, 人工神经网络
高级设置 · 专项课程 · 1-3 个月

Illinois Tech
您将获得的技能: Database Design, Relational Databases, Database Application, Database Management, Database Systems, Big Data, Machine Learning Algorithms, Databases, NoSQL, SQL, MySQL, Statistical Analysis, Data Visualization, Database Theory, Data Analysis, Apache Hadoop, Exploratory Data Analysis, Transaction Processing, Apache Kafka, Stored Procedure
攻读学位
中级 · 专项课程 · 3-6 个月

University of Colorado System
您将获得的技能: 医疗隐私, 数据处理, Google 云端平台, 数据访问, 临床数据管理, 数据伦理, 电子病历, 遵守《健康保险便携性和责任法案》(HIPAA), SQL, 数据科学, 健康信息学, R 语言程序设计(中文版), Tidyverse(R 软件包)
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Health Systems, Digital Transformation, Healthcare Industry Knowledge, Health Technology, Health Care, Health Informatics, Health Equity, Artificial Intelligence, Chronic Diseases, Responsible AI, Machine Learning, Predictive Modeling
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 医疗程序和 Regulator, 新兴技术, 信息技术, 卫生系统, 技术战略, 健康技术, 电子病历, 医疗保健, 医学影像, 遵守《健康保险便携性和责任法案》(HIPAA), 数据共享, 医疗保健行业知识, 健康信息管理与医疗记录, 信息学, 卫生政策, 健康信息学, 数据扫盲, 系统要求, 互操作性, 健康信息管理
初级 · 课程 · 1-4 周