可复制研究课程
可重复研究课程可以帮助您学习数据管理、统计分析和有效的文档实践。您可以掌握版本控制、数据 Visualization 以及创建可增强协作的可重现工作流程等方面的技能。许多课程都会介绍 R、Python 和 Git 等工具，这些工具支持开展和共享他人可以轻松验证和复制的研究。
热门可复制研究课程和认证
状态：免费试用Johns Hopkins University
您将获得的技能: 数据清理, 临床试验管理系统, 持续监测, 临床数据管理, 数据质量, 数据管理, Data Management, 数据完整性, 数据安全, 统计分析, 临床试验, 病人治疗, 病例报告表, 数据输入, 质量保证, 数据共享, 数据收集
Google Cloud
您将获得的技能: Model Deployment, Fraud detection, Feature Engineering, Exploratory Data Analysis, Model Evaluation, Real Time Data, Applied Machine Learning, MLOps (Machine Learning Operations), Jupyter, Data Analysis, Data Preprocessing, Machine Learning
状态：免费试用Imperial College London
您将获得的技能: 传染病, 数据建模, 模型评估, 数学建模, R 语言程序设计（中文版）, 统计建模, 模拟, 公共卫生, 统计方法, 流行病学
您将获得的技能: Data Sharing, Identity and Access Management, Authorization (Computing), Data Access, Google Cloud Platform, User Accounts, Data Migration, Data Management, Cloud Computing
状态：预览Board Infinity
您将获得的技能: Collaborative Software, Integrated Development Environments, Program Development, Debugging, Development Environment, Technical Writing, Generative AI, Computer Programming, Software Development Tools
状态：免费试用Arizona State University
您将获得的技能: 概率分布, 统计建模, 回归分析, 统计方法, 抽样（统计）, 统计分析, 数据分析软件, 数据转换, 统计假设检验
您将获得的技能: Exploratory Data Analysis, Tree Maps, Geographic Information Systems, Plotly, Data Analysis, Data Visualization, Interactive Data Visualization, Data Visualization Software, Jupyter, Statistical Analysis, Pandas (Python Package)
状态：免费您将获得的技能: Data Management, Data Loss Prevention, Data Security, Google Cloud Platform, Personally Identifiable Information, Big Data, Identity and Access Management
状态：免费您将获得的技能: Model Deployment, Analytics, R Programming, Google Sheets, Health Informatics, Predictive Modeling, Automation, Data Manipulation, GitHub, Gmail, Git (Version Control System), Command-Line Interface
您将获得的技能: Data Wrangling, Command-Line Interface, Data Transformation, Data Processing, Data Pipelines, Google Cloud Platform, Data Integration, Data Management, Database Administration
Google Cloud
您将获得的技能: Natural Language Processing, Google Cloud Platform, Verification And Validation, Data Analysis, Machine Learning
Google Cloud
您将获得的技能: Application Deployment, Cloud Deployment, User Acceptance Testing (UAT), Cloud Applications, Usability Testing, Google Cloud Platform, No-Code Development, Issue Tracking
总之，以下是 10 最受欢迎的 reproducible research 课程
- 临床试验数据管理和质量保证: Johns Hopkins University
- Data Analysis with the FraudFinder Workshop: Google Cloud
- 干预和校准: Imperial College London
- Data Publishing on BigQuery for Data Sharing Partners: Google Cloud
- Build Real-world Projects Using Replit and Ghostwriter: Board Infinity
- 随机模型、嵌套和分割图设计: Arizona State University
- Exploratory vs Confirmatory data analysis using Python: Coursera
- Enabling Sensitive Data Protection Discovery for BigQuery: Google Cloud
- Automate R scripts with GitHub Actions: Deploy a model: Coursera
- Building Transformations and Preparing Data with Wrangler in Cloud Data Fusion: Google Cloud
