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。

Coursera
您将获得的技能: Apache Kafka, Real Time Data, Data Pipelines, Data Processing, Scalability, Performance Tuning
初级 · 课程 · 1-4 周

您将获得的技能: Database Design, MySQL Workbench, MySQL, Relational Databases, SQL, Database Management, Data Manipulation, Data Migration, User Acceptance Testing (UAT), Scalability
中级 · 指导项目 · 不超过 2 小时
CertNexus
您将获得的技能: 机器学习, 回归分析, 分类算法, 模型评估, 无监督学习, 预测建模, 数据预处理, 应用机器学习, Jupyter, 性能调整, Algorithm, 监督学习, 功能工程
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Anomaly Detection, Image Analysis, Computer Vision, Matlab, Deep Learning, Applied Machine Learning, PyTorch (Machine Learning Library), Transfer Learning, Data Synthesis
初级 · 课程 · 1-4 周

您将获得的技能: Scaled Agile Framework, Agile Methodology, Backlogs, Kanban Principles, Sprint Retrospectives, Sprint Planning, Project Management Institute (PMI) Methodology, Prioritization, Lean Methodologies, Project Management Life Cycle, Waterfall Methodology, Continuous Integration
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 依赖性分析, 软件开发工具, 持续集成, 阿帕奇, 版本控制, Apache Maven, 构建工具, 软件配置管理
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Systems Thinking, Software Visualization, Object Oriented Design, Case Studies, Business Systems Analysis, Data Modeling, Software Engineering, Business Systems, Object Oriented Programming (OOP), Unified Modeling Language, Software Design, Business Modeling, System Design and Implementation, Complex Problem Solving
混合 · 课程 · 1-4 周

Tsinghua University
您将获得的技能: Data Structures, Database Design, Query Languages, Algorithms, Computer Programming
中级 · 课程 · 1-3 个月

University of Washington
您将获得的技能: GitHub, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Version Control, Git (Version Control System), HTML and CSS, Web Design and Development, Web Development, Front-End Web Development, Web Content Accessibility Guidelines, Cloud Hosting, Debugging, Semantic Web, Web Analytics and SEO, Responsive Web Design
初级 · 课程 · 1-4 周

The State University of New York
您将获得的技能: Performance Analysis, Analytics, Data-Driven Decision-Making, Scheduling, Labor Relations, Team Performance Management, Linear Algebra, Data Management, Administration, Contract Management, Team Management, Data Analysis Software, R (Software), Contract Negotiation, Operations Management
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: 数据可视化软件, 数据操作, 生成式人工智能, 数据分析, 分析, Python 程序设计, 人工智能, Prompt Engineering, OpenAI 应用程序接口
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Google Cloud Platform, Deep Learning, Real Time Data, Python Programming, Applied Machine Learning, Development Environment, Data Preprocessing, Model Evaluation, Performance Tuning, Data Collection, Software Installation
初级 · 课程 · 3-6 个月