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: 数据分析, 统计分析, 版本控制, 数据共享, 技术交流, Knitr, Rmarkdown, R 语言程序设计（中文版）, Data Validation, 统计报告, 探索性数据分析
状态：免费试用您将获得的技能: Pre-Clinical Development, Drug Interaction, Clinical Trials, Pharmacology, Drug Development, Pharmaceuticals, Patient Safety, Clinical Research, Competitive Intelligence, Safety Standards, Laboratory Testing, Biochemical Assays, Medication Administration, Pharmacotherapy, Pharmaceutical Terminology, Safety Assurance, Biotechnology, Biochemistry, Laboratory Research, Chemistry
状态：免费试用Johns Hopkins University
您将获得的技能: Code Review, GitHub, Git (Version Control System), Version Control, Docker (Software), Software Development Tools, Continuous Integration, Containerization, Bioinformatics, Informatics, Automation, Data Analysis, R Programming
状态：新状态：免费试用National Taiwan University
您将获得的技能: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Applied Mathematics, Network Model, Business Modeling, Industrial Engineering, Linear Algebra, Numerical Analysis, Operations Management, Applied Machine Learning, Case Studies, Engineering Calculations, Algorithms, Feasibility Studies, Project Design, Engineering Management, Program Implementation, Business Analytics
状态：免费试用University of California, Davis
您将获得的技能: 数据可视化软件, 统计方法, 数据分析, 焦点小组, 数据叙事, 营销分析, 撰写建议书, 定量研究, 调查, 统计分析, 商业研究, 演讲, 定性研究, 创建调查, 研究方法, 市场调查, 促进讨论, 市场分析, 营销, 数据综合
状态：免费试用Fred Hutchinson Cancer Center
您将获得的技能: Bioinformatics, Molecular Biology, Data Processing, Data Analysis, Data Literacy, Exploratory Data Analysis, Laboratory Research, Metadata Management, Science and Research, R Programming, Spatial Data Analysis, Scientific Methods, Data Collection, Data Quality, Research, Quantitative Research, Informatics, Biology, Laboratory Techniques, Analysis
是什么让您今天来到 Coursera？
状态：免费试用University of Colorado Boulder
您将获得的技能: Tidyverse (R Package), Rmarkdown, R Programming, Ggplot2, Data Import/Export, Data Visualization, Data Manipulation, Data Visualization Software, Data Analysis, Data Science, Data Storytelling, Statistical Analysis, Relational Databases, Data Cleansing, Data Transformation, Statistical Programming, Data Integration, Software Installation, Programming Principles, Communication
状态：免费试用LearnQuest
您将获得的技能: 模型评估, Scikit-learn （机器学习库）, 张力流, Pandas（Python 软件包）, 数据预处理, 生物信息学, 降维, 数据操作, 数据转换, Keras（神经网络库）, 随机森林算法, 数据清理, 应用机器学习, 功能工程, NumPy, 分类算法, 数据科学, 机器学习, 探索性数据分析, 人工神经网络
状态：新状态：免费试用您将获得的技能: Data Storytelling, Qualitative Research, Market Research, Quantitative Research, Data-Driven Decision-Making, Benchmarking, Data Presentation, Descriptive Statistics, Competitive Analysis, Interactive Data Visualization, Analytical Skills, Research Design, Market Dynamics, Data Analysis, Data Visualization Software, Statistical Reporting, Data Collection, Data Analysis Software, Microsoft Excel, R Programming
状态：新状态：免费试用您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Key Performance Indicators (KPIs), Business Metrics, Performance Analysis, Performance Measurement, Responsible AI, Test Execution Engine, Performance Metric, Test Automation, Feature Engineering, Verification And Validation, Content Performance Analysis, Machine Learning, Data Ethics, Quality Assessment, Gap Analysis, Cost Benefit Analysis, Research Design, Quantitative Research
状态：免费试用University of Michigan
您将获得的技能: R (Software), Model Evaluation, Statistical Modeling, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistics, Scripting, Statistical Hypothesis Testing, Package and Software Management, Data Import/Export
状态：新状态：免费试用您将获得的技能: Sample Size Determination, Data Strategy, Analytical Skills, Data-Driven Decision-Making, Data Analysis, Analytics, Jupyter, Data Science, Statistical Analysis, Data Collection, Data Mining, Data Management, MLOps (Machine Learning Operations), Research and Design, Version Control, Software Documentation
是什么让您今天来到 Coursera？
总之，以下是 10 最受欢迎的 reproducible research 课程
- 可重复研究: Johns Hopkins University
- Drug Hunting: The Science of Making New Medicines: Novartis
- Advanced Reproducibility in Cancer Informatics: Johns Hopkins University
- Operations Research: National Taiwan University
- 市场调查: University of California, Davis
- Researcher's Guide to Omic Data: Fred Hutchinson Cancer Center
- Expressway to Data Science: R Programming and Tidyverse: University of Colorado Boulder
- 用于科学研究的人工智能: LearnQuest
- Market Research Methods and Data Analysis Certificate: Coursera
- Automate, Analyze, and Evaluate ML Experiments: Coursera
