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: 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

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: Data Cleansing, R Programming, Data Preprocessing, Statistical Analysis, R (Software), Model Evaluation, Classification And Regression Tree (CART), Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Exploratory Data Analysis, R Programming, Data Manipulation, Statistical Programming, Data Analysis, File Management, Integrated Development Environments, Programming Principles, Data Science, Data Structures, Computer Programming
初级 · 指导项目 · 不超过 2 小时

University of Toronto
您将获得的技能: 应用程序开发, 集成开发环境, 用户界面组件, 数据持久性, 用户界面(UI), 动画, 编程原则, Swift 编程, 应用框架, 坚持不懈, 苹果 Xcode, 模型-视图-控制器, 模型视图控制器, iOS 开发, 面向对象编程(OOP), Objective-C(编程语言), 交互设计, 苹果 iOS, 应用设计, 移动开发, 用户界面和用户体验(UI/UX)设计
中级 · 专项课程 · 3-6 个月

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

University of California, Santa Cruz
您将获得的技能: Model Evaluation, R 程序设计, 数据分析, 统计方法, 模型评估, 马尔可夫模型, 统计分析, 回归分析, 统计建模, 贝叶斯统计, 概率分布
中级 · 课程 · 1-3 个月

您将获得的技能: Financial Modeling, Financial Forecasting, Financial Statement Analysis, Risk Modeling, Capital Budgeting, Risk Management, Financial Auditing, Data Cleansing, Financial Data, Portfolio Risk, Financial Analysis, Data Storytelling, Descriptive Statistics, Risk Analysis, Budgeting, Credit Risk, Predictive Modeling, Power BI, Microsoft Excel, Data Visualization
中级 · 专业证书 · 3-6 个月

中级 · 专项课程 · 3-6 个月

您将获得的技能: Feature Engineering, AI Product Strategy, BeeAI, LangChain, Machine Learning, Data Preprocessing, Supervised Learning, ChatGPT, Artificial Intelligence, OpenAI, Python Programming, Model Evaluation, Agentic systems, Model Deployment, Regression Analysis
中级 · 课程 · 1-3 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

The Hong Kong University of Science and Technology
您将获得的技能: 工程计算, 工程分析, 电气工程, 电磁学, 应用数学, 衍生产品, 几何学, 工程学, 机械, 物理学, 微积分, 高等数学, 积分微积分, 机械工程
初级 · 课程 · 1-3 个月