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。

您将获得的技能: Sampling (Statistics), Matplotlib, Data Analysis, Data Mining, Statistical Analysis, Statistical Hypothesis Testing, NumPy, Pandas (Python Package), Probability Distribution, Dimensionality Reduction, R Programming, Probability, Python Programming, Scikit Learn (Machine Learning Library), Linear Algebra, Applied Machine Learning, Unsupervised Learning, Regression Analysis, Statistical Methods, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 数据管道, 大型语言模型, 无服务器计算, 自然语言处理, 生成式人工智能, 拉斯特(编程语言), 可维护性, CI/CD, 计算机编程, 还原式 API, 云计算, Devops, 开发测试, 集装箱化, Docker (软件), 软件测试, 亚马逊网络服务, 詹金斯, 命令行界面, 普罗米修斯(软件)
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 可扩展性, C++(编程语言), 系统编程, Machine Learning 方法, 计算机图形学, 计算机视觉, 数据结构, 硬件架构, 线性代数, 分布式计算, 深度学习, 机器学习, 性能调整, 编程原则, 操作系统流程管理, 软件开发, 人工神经网络, 事件驱动编程, 图像分析, C 和 C++
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中级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 系统编程, 软件设计, 模拟, 可维护性, 计算机编程, 数据结构, 计划发展, C(编程语言), 用户界面(UI), 开发环境, 命令行界面, 解决问题, 软件测试, Algorithm, 操作系统, 伪代码, 软件工程, 编程原则, 调试, 软件开发
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Storytelling, Rmarkdown, Data Literacy, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Data Validation, Ggplot2, Tableau Software, Sampling (Statistics), Presentations, Spreadsheet Software, Data Analysis, LinkedIn, Dashboard, Data Structures, Python Programming, Interviewing Skills, Professional Development
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初级 · 专业证书 · 3-6 个月

您将获得的技能: Scripting, Python Programming, Computer Programming, Computational Thinking, Data Structures, Integrated Development Environments, Debugging, Development Environment
初级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Software Development Life Cycle, Cloud-Native Computing, Software Architecture, Hibernate (Java), Database Design, Responsive Web Design, Docker (Software), Containerization, Git (Version Control System), GitHub, Object Oriented Programming (OOP), Microservices, CI/CD, Restful API, Java Programming, Engineering Software, Version Control, Database Management, Software Design
初级 · 专业证书 · 3-6 个月

您将获得的技能: Applied Machine Learning, Unsupervised Learning, Correlation Analysis, Data Cleansing, R Programming, Data Quality, Feature Engineering, Machine Learning, Data Validation, Data Processing, Machine Learning Algorithms, Data Manipulation, Exploratory Data Analysis, Data Integrity, Analysis, Statistical Analysis
混合 · 课程 · 1-4 周

您将获得的技能: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Artificial Neural Networks, Forecasting, Data Mining, Supervised Learning, Exploratory Data Analysis, Probability & Statistics
混合 · 课程 · 1-4 周

您将获得的技能: 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, Software Documentation, Computer Science, Data Storage
初级 · 专项课程 · 3-6 个月

Meta
您将获得的技能: JSON, 功能设计, 单元测试, 数据结构, Node.JS, 计算机编程, 前端网络开发, 面向对象编程(OOP), Javascript, 计划发展, 脚本, 网络开发工具, 脚本语言, Jest(JavaScript 测试框架), 事件驱动编程, 网络应用, 调试, 软件包和软件管理
初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: C# (Programming Language), Object Oriented Programming (OOP), Debugging, .NET Framework, Microsoft Visual Studio, Microsoft Copilot, Microsoft Development Tools, Programming Principles, Computer Programming, Integrated Development Environments, Development Environment
初级 · 课程 · 1-3 个月