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。

University of Colorado Boulder
您将获得的技能: Storytelling, Liberal Arts, Creativity, Creative Thinking, Culture, Media and Communications, Creative Problem-Solving, Research, Writing, Writing and Editing, Sociology, Critical Thinking, Discussion Facilitation, Analytical Skills
初级 · 课程 · 1-4 周

您将获得的技能: Embedded Systems, Embedded Software, C (Programming Language), Programming Principles, Data Structures, Computer Programming Tools, Development Environment, Debugging
初级 · 课程 · 1-4 周

您将获得的技能: Process Capability, Lean Six Sigma, Root Cause Analysis, Process Mapping, Process Analysis, Performance Measurement, Statistical Methods, Statistical Process Controls, Descriptive Statistics, Process Improvement, Statistical Analysis, Quality Assessment, Failure Mode And Effects Analysis, Risk Analysis, Verification And Validation, Systems Of Measurement, Probability Distribution
初级 · 课程 · 1-4 周

您将获得的技能: Data-Driven Decision-Making, Database Design, Data Processing, Scripting Languages, Scripting, Data Structures
中级 · 课程 · 1-4 周

您将获得的技能: Graph Theory, Network Analysis, Social Network Analysis, NoSQL, Data Science, Query Languages, Visualization (Computer Graphics), Applied Machine Learning, Data Transformation, Big Data, Python Programming, Spatial Data Analysis, Advanced Analytics, Deep Learning, Machine Learning, Machine Learning Algorithms, Time Series Analysis and Forecasting, Simulations
中级 · 课程 · 3-6 个月

您将获得的技能: Apache Maven, Java Platform Enterprise Edition (J2EE), Hibernate (Java), Unit Testing, Docker (Software), Software Design Patterns, Object-Relational Mapping
中级 · 课程 · 1-3 个月

您将获得的技能: Relational Databases, API Design, ASP.NET, Object-Relational Mapping, Databases, Query Languages, Back-End Web Development, Application Programming Interface (API), Restful API, Code Review, Database Design, SQL, Data Access, Data Manipulation, C# (Programming Language)
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Manipulation, Scikit Learn (Machine Learning Library), Data Transformation, Pandas (Python Package), NumPy
混合 · 课程 · 1-3 个月

您将获得的技能: Data Persistence, File I/O, C (Programming Language), Game Design, Programming Principles, Debugging, Data Modeling, Computational Thinking, Data Integrity, Program Development, Application Development, Data Maintenance, Computational Logic, Data Validation, Command-Line Interface, Application Design, Animation and Game Design, User Interface (UI), Algorithms, Data Structures
初级 · 专项课程 · 1-3 个月

您将获得的技能: TypeScript, Restful API, API Design, Full-Stack Web Development, PostgreSQL, Application Programming Interface (API), Object-Relational Mapping, Secure Coding, Web Applications, JavaScript Frameworks, SQL, Front-End Web Development, React.js, Database Systems, Relational Databases, Database Management, Development Environment, Back-End Web Development, Javascript, Artificial Intelligence
初级 · 课程 · 3-6 个月

您将获得的技能: C (Programming Language), Game Design, Programming Principles, Program Development, Computational Logic, Data Validation, Command-Line Interface, User Interface (UI), Data Structures
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Data Preprocessing, Model Deployment, Risk Modeling, Logistic Regression, Statistical Analysis, Performance Metric
混合 · 课程 · 1-4 周