R 课程可以帮助您学习数据操作、统计分析、数据可视化和编程基础。您可以掌握创建可重复研究、执行 Regression 分析和实施机器学习算法的技能。许多课程都会介绍 RStudio 等工具以及 ggplot2 和 dplyr 等软件包,这些都能提高您分析数据集和有效展示研究结果的能力。

The State University of New York
您将获得的技能: 模型评估, 数学建模, 数据分析, 统计推理, 预测, 描述性统计, 软件安装, 数据可视化, Model Evaluation, 统计分析, 概率与统计, 时间序列分析和预测, R 程序设计, 相关性分析, 统计建模
中级 · 课程 · 1-3 个月

Northeastern University
混合 · 课程 · 1-4 周

您将获得的技能: Command-Line Interface, C# (Programming Language), .NET Framework, Performance Tuning, Microsoft Visual Studio, Application Design, Application Programming Interface (API), Software Development Tools, File I/O, Authentications, Application Security, Software Testing, Unit Testing, Debugging
初级 · 课程 · 3-6 个月

您将获得的技能: Probability & Statistics, Data Ethics, Pandas (Python Package), Data Literacy, Statistics, Data Science, Responsible AI, Probability, Data Visualization, Machine Learning, Applied Machine Learning, Mathematical Theory & Analysis, Data Processing, Data Analysis, Data Preprocessing, Data-Driven Decision-Making, Data Architecture, Python Programming, Data Mapping, Data Integrity
初级 · 课程 · 3-6 个月

您将获得的技能: User Story, Program Management, Stakeholder Management, Resource Allocation, Agile Software Development, Scrum (Software Development), Agile Methodology, Kanban Principles, Project Management Life Cycle, Backlogs, Change Management, Project Management Office (PMO), Organizational Change, Responsible AI, Sprint Retrospectives, Agile Project Management, Organizational Strategy, Risk Management, Project Management, Leadership
初级 · 专业证书 · 3-6 个月

您将获得的技能: File I/O, C and C++, Data Import/Export, C++ (Programming Language), Object Oriented Programming (OOP), Data Validation, Object Oriented Design, Programming Principles, Computer Programming, Data Structures, File Management, Integrated Development Environments, Data Store, Software Documentation, Computer Science, Functional Design, Pseudocode, Maintainability
初级 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: Algorithm, 数据分析, Pandas(Python 软件包), 数据导入/导出, 无监督学习, 算法, 分析, 预测分析, Python 编程, 社交网络分析, 图论, 网络分析, Matplotlib
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 公共卫生, Algorithm, 算法, 编程原则, 计算思维, 灾难恢复, 计算机科学, 解决问题, 计算机编程
初级 · 课程 · 1-3 个月

Peking University
您将获得的技能: Data Structures, Algorithms, Graph Theory, Object Oriented Programming (OOP), C (Programming Language), Programming Principles, Data Storage, Program Development, Computer Programming, Computer Science, Web Analytics and SEO, Database Systems, Computational Thinking, Computer Architecture, Software Engineering, Hardware Architecture, Theoretical Computer Science, C++ (Programming Language), Performance Tuning, Application Development
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, LLM Application, OpenAI API, Anthropic Claude, Authentications, Large Language Modeling, Command-Line Interface, Cloud API, Real Time Data, Key Management, Development Environment, Application Programming Interface (API), Python Programming
中级 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Package and Software Management, Unit Testing, Testability, Python Programming
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 数据分析, 定性研究, 数据清理, 数据整合, 样本量的确定, 斯塔塔, 数据质量, STATA (软件), 数据分析软件, 数据收集, 统计分析, Data Validation, 创建调查, 研究设计, 数据伦理, 面试技巧, 抽样(统计), R 程序设计, 数据验证, 统计建模, 调查
初级 · 专项课程 · 3-6 个月