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Imperial College London
您将获得的技能: 统计方法, 模型评估, 数据建模, 数学建模, 统计建模, 模拟, 公共卫生, 流行病学, 传染病, R 语言程序设计（中文版）
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：免费试用Arizona State University
您将获得的技能: 统计方法, 统计假设检验, 统计建模, 统计分析, 回归分析, 数据转换, 概率分布, 数据分析软件, 抽样（统计）
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: Model Deployment, Analytics, R Programming, Google Sheets, Health Informatics, Predictive Modeling, Automation, Data Manipulation, GitHub, Gmail, Git (Version Control System), Command-Line Interface
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
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
Duke University
您将获得的技能: Retrieval-Augmented Generation, Vector Databases, Embeddings, OpenAI API, Data Import/Export, Pandas (Python Package), Generative AI, Application Programming Interface (API), Data Manipulation, Large Language Modeling, Python Programming, 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
您将获得的技能: Cloud Security, Data Loss Prevention, Google Cloud Platform, Data Access, Cloud Storage, Data Security, Data Management, Cloud Computing, Personally Identifiable Information, Unstructured Data
Google Cloud
您将获得的技能: Data Validation, Google Cloud Platform, PostgreSQL, Data Import/Export, Data Maintenance, Data Pipelines, Dataflow, Data Migration
总之，以下是 10 最受欢迎的 reproducible research 课程
- 干预和校准: Imperial College London
- Data Publishing on BigQuery for Data Sharing Partners: Google Cloud
- 随机模型、嵌套和分割图设计: Arizona State University
- Exploratory vs Confirmatory data analysis using Python: Coursera
- Automate R scripts with GitHub Actions: Deploy a model: Coursera
- Enabling Sensitive Data Protection Discovery for BigQuery: Google Cloud
- Building Transformations and Preparing Data with Wrangler in Cloud Data Fusion: Google Cloud
- Measuring and Improving Speech Accuracy: Google Cloud
- Introduction to Retrieval Augmented Generation (RAG): Duke University
- Publish your AppSheet App: Google Cloud
