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。

LearnQuest
您将获得的技能: Scrum(软件开发), Agile 方法论, 云计算架构, 软件开发生命周期, Kubernetes, 持续集成, 云应用, 软件开发, 计算机编程, 软件开发方法, 软件工程, 云计算开发, CI/CD, 敏捷软件开发, 詹金斯, 持续交付
初级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Applied Machine Learning, Vision Transformer (ViT), Image Analysis, Machine Learning, Computer Vision, Artificial Neural Networks, Artificial Intelligence, Unsupervised Learning, Python Programming, Embeddings, Data Preprocessing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Structures, Scripting, Python Programming, Programming Principles, Development Environment, Virtual Environment
混合 · 课程 · 1-4 周

Pearson
您将获得的技能: Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Image Analysis, Model Evaluation, Autoencoders, Hugging Face, Computer Vision, Convolutional Neural Networks, Artificial Neural Networks, LLM Application, Natural Language Processing, Deep Learning, Embeddings, Tensorflow, Transfer Learning, Performance Tuning
中级 · 专项课程 · 1-4 周

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

IBM
您将获得的技能: Scrum(软件开发), 软件开发生命周期, 编程原则, Agile 方法论, 软件开发, 系统架构, 系统开发, 软件设计, 软件测试, 系统分析, 单元测试, 主机计算, z/OS, COBOL(编程语言), 伪代码
初级 · 课程 · 1-3 个月

您将获得的技能: MySQL, Business Intelligence, Role-Based Access Control (RBAC), SQL, Relational Databases, Data Presentation, Data Visualization Software, Database Management, Databases, Data Access, Query Languages, Data Transformation, Performance Tuning
初级 · 课程 · 1-4 周

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

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

您将获得的技能: Unity Engine, Debugging, C# (Programming Language), 3D Assets, Video Game Development, Scripting, Software Testing, User Interface (UI), Development Environment, Object Oriented Programming (OOP)
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Statistical Analysis, Sampling (Statistics), Statistical Methods, Microsoft Excel, Probability & Statistics, Data Analysis, Regression Analysis, Statistical Inference, Probability Distribution, Statistical Modeling
中级 · 课程 · 1-3 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