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。

LearnKartS
您将获得的技能: Kubernetes, Cloud-Native Computing, YAML, Containerization, Application Deployment, Microservices, Virtual Machines, Data Persistence, Virtual Environment, Ubuntu, Network Architecture, Command-Line Interface, Scalability
初级 · 课程 · 1-4 周
Duke University
您将获得的技能: Responsible AI, Decision Tree Learning, Data Ethics, Regression Analysis, Artificial Intelligence, Machine Learning, Statistical Modeling, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Logistic Regression, Deep Learning, Artificial Neural Networks
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 生成式人工智能, 拥抱的脸, MLOps(机器学习 Operator), PyTorch(机器学习库), LLM 申请, 大型语言模型, 拉斯特(编程语言), CI/CD, 自然语言处理, AWS SageMaker, Devops, 模型部署, 机器学习, 应用机器学习, 基础设施即代码(IaC), 云部署
中级 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Data Ethics, Predictive Modeling, Supervised Learning, Regression Analysis, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Classification Algorithms, Decision Tree Learning, Data Preprocessing, Analytical Skills, Python Programming, Unsupervised Learning, Performance Metric
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: 生成式人工智能, LLM 申请, 自然语言处理, 文本挖掘, Google 云端平台, 应用编程接口 (API), Jupyter, Python 程序设计, 云 API, 分类算法
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Matplotlib, Applied Machine Learning, Random Forest Algorithm, Predictive Modeling, Data Visualization, Data Preprocessing, Machine Learning, Data Manipulation, Feature Engineering, Data Cleansing, Python Programming, Data Science, Model Evaluation, Classification Algorithms, NumPy, Pandas (Python Package)
初级 · 课程 · 1-3 个月

Pontificia Universidad Católica de Chile
您将获得的技能: Field-Programmable Gate Array (FPGA), Hardware Design, Computational Logic, Application Specific Integrated Circuits, Computer-Aided Design, Electronic Hardware, Electrical Engineering, Electronic Systems, Electronics, Semiconductors, Electronic Components, Computer Architecture, Programming Principles, Engineering Design Process, Embedded Systems, Schematic Diagrams, Simulation and Simulation Software
混合 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: CI/CD, Jenkins, Docker (Software), Spring Boot, Kubernetes, Configuration Management, Containerization, Scalability, Software Documentation, Application Deployment, Cloud Deployment, Java, Spring Framework, API Gateway, Back-End Web Development, JUnit, Application Programming Interface (API), Secure Coding, Java Programming, React.js
中级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: 生成式人工智能, 趋势分析, 销售策略, ChatGPT, 数据分析, OpenAI 应用程序接口, 数据驱动的决策制定, Python 程序设计, Prompt Engineering, 产品知识, OpenAI, 电子商务, 探索性数据分析
中级 · 指导项目 · 不超过 2 小时

Board Infinity
您将获得的技能: Spring Framework, Model View Controller, Java Platform Enterprise Edition (J2EE), Software Design Patterns, Java Programming, Java, Enterprise Architecture, Secure Coding, Application Servers, Software Design, Software Architecture, Application Security, Programming Principles, Security Assertion Markup Language (SAML), Dependency Analysis, System Programming, Web Applications, OS Process Management, Maintainability, Object Oriented Programming (OOP)
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytical Skills, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Analytics, Social Impact, Statistical Modeling
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Regression Analysis, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Visualization, Exploratory Data Analysis, Performance Tuning, Python Programming, Machine Learning
中级 · 指导项目 · 不超过 2 小时