医疗保健数据分析课程
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。
热门医疗保健数据解析课程与认证
Dartmouth College
您将获得的技能: Digital Transformation, Business Ethics, Customer experience strategy (CX), Predictive Analytics, Simulation and Simulation Software, Advanced Analytics, Business Transformation, Scikit Learn (Machine Learning Library), Model Evaluation, Data-Driven Decision-Making, Operations Research, Internet Of Things, Analytics, Cloud Computing, Business Analytics, Automation, Feature Engineering, Systems Thinking, Complex Problem Solving, Process Optimization
University of Minnesota
您将获得的技能: 领导力培养, 支付系统, 医疗保健管理, 医院体验, 医疗设备, 市场机遇, 产品管理, 新产品开发, 组织结构, 管理式医疗, 竞争分析, 利益相关者分析, 医疗保健行业知识, 卫生系统, 药品, 知识产权, 商业化, 监管事务, 进入市场战略
Microsoft
您将获得的技能: Data Analysis Expressions (DAX), Data Ethics, Data Modeling, Data Governance, Data Architecture, Database Design, Power BI, Star Schema, Information Privacy, Data Visualization Software, Data Security, Data Integrity, Snowflake Schema, Relational Databases, Data Cleansing
University of Colorado Boulder
您将获得的技能: 数据转换, 机器学习算法, 机器学习, 监督学习, 探索性数据分析, 数据建模, 无监督学习, 分类算法, Data Management, 数据管理, 数据仓库, 数据分析, 数据挖掘, 决策树学习, 数据管道, 数据质量, 数据预处理, 异常检测, Model Evaluation, 数据清理, 模型评估, 分析
Johns Hopkins University
您将获得的技能: Encryption, 医疗记录, 加密, 个人身份信息, 云计算, 健康信息管理, 遵守《健康保险可携性与责任法案》（HIPAA）, 安全意识, 医疗程序与法规, 数据安全, 医疗隐私, 医疗保健, 信息隐私, 患者安全, 网络攻击
University of Michigan
您将获得的技能: Data Mining, Unsupervised Learning, Data Science, Anomaly Detection, Python Programming, Classification Algorithms
您将获得的技能: Data Transformation, Power BI, Data-Driven Decision-Making, Data Integration, Data Cleansing, Data Wrangling, Extract, Transform, Load, Data Preprocessing, Data Modeling, Business Intelligence, Data Visualization Software, Data Quality, Data Analysis
您将获得的技能: Jupyter, 关系数据库, 数据分析, 查询语言, 存储过程, 数据库, Python 编程, 事务处理, Pandas（Python 软件包）, 数据操作
University of Colorado System
您将获得的技能: Marketing Analytics, Probability & Statistics, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Statistical Analysis, Marketing Effectiveness, Statistical Hypothesis Testing, Customer Insights, Customer Analysis, Correlation Analysis, Descriptive Statistics, Data Analysis, Analytics, Marketing Strategies, Exploratory Data Analysis, Statistical Visualization, Statistical Modeling
您将获得的技能: Data Governance, Descriptive Analytics, Data Storytelling, Supply Chain, Supply Chain Management, Demand Planning, Presentations, Data Visualization, Supply Chain Systems, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Process Improvement, Data Management, Data Lakes, Predictive Analytics, Forecasting, Data Analysis, Data Analysis Software, Real Time Data, Problem Solving
您将获得的技能: Real Time Data, Data Lakes, Model Deployment, Google Cloud Platform, Feature Engineering, PySpark, Data Pipelines, Cloud Storage, Data Import/Export, Dataflow, Big Data, Apache Spark, Apache Hadoop, Dashboard, Data Architecture, Data Governance, Apache Kafka, Data Infrastructure, Tensorflow, Data Warehousing
您将获得的技能: Star Schema, Snowflake Schema, Data Warehousing, Data Modeling, Database Design, Data Architecture, Performance Tuning, Data Integrity, Business Analytics, Performance Measurement, Data Governance, Performance Metric, Business Metrics, Descriptive Analytics, Business Reporting
总之，以下是 10 最受欢迎的 healthcare data analytics 课程
- Data Analytics for Digital Transformation: Dartmouth College
- 医疗保健市场: University of Minnesota
- Data Modeling and Architecture: Microsoft
- 数据挖掘基础与实践: University of Colorado Boulder
- 医疗保健数据安全、隐私和合规性: Johns Hopkins University
- Data Mining in Python: University of Michigan
- Power BI: Data Analytics and Data Preparation: Whizlabs
- 使用 Python 的数据科学数据库和 SQL: IBM
- Customer Data Analytics for Marketers: University of Colorado System
- Unilever Supply Chain Data Analyst: Unilever
