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。

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: 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
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: Data Cleansing, Data Quality, Clinical Data Management, Health Informatics, Patient Safety, Data Transformation, Data Preprocessing, Data Validation, Exploratory Data Analysis, Data-Driven Decision-Making, Descriptive Statistics, Statistical Analysis, Text Mining, Data Visualization, Microsoft Excel, Anomaly Detection
初级 · 课程 · 1-4 周

The University of Edinburgh
您将获得的技能: 数据科学, 大数据, 自然语言处理, 统计建模, 数据伦理, 生物信息学, 机器学习, 精准医疗, 网络分析, 健康信息学, 生物医学技术, Python 编程, 图论, 数据整合, 图像分析
中级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: 分析, 数据分析, 数据质量, 数据仓库, Data Validation, 星形模式, 数据建模, 健康信息管理, 数据清理, 关系数据库, 数据库系统, 健康信息学, 数据转换, 电子病历, 数据整合, 数据验证
中级 · 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 Informatics, Data Analysis, Patient-centered Care, Analytics, Descriptive Analytics, Data Storytelling, Data-Driven Decision-Making, Data Presentation, Clinical Data Management, Statistical Methods, Probability & Statistics
初级 · 课程 · 1-4 周

您将获得的技能: Data Security, Security Controls, Computer Security Awareness Training, Cybersecurity, Threat Detection, Authorization (Computing), Role-Based Access Control (RBAC), AWS Identity and Access Management (IAM), Continuous Monitoring
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

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

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