斯坦福相关主题的课程可以帮助您学习数据分析、机器学习技术、Python 编程和统计建模。您可以培养批判性思维、解决问题以及将算法应用于现实世界挑战的技能。许多课程介绍了用于 AI 项目的 TensorFlow、用于数据 Visualization 的 R 和用于数据库管理的 SQL 等工具,展示了这些技能如何应用于从科技初创公司到医疗保健等各行各业。

Google Cloud
您将获得的技能: Google Cloud Platform, Model Deployment, Serverless Computing, Cloud Deployment, Generative AI, MLOps (Machine Learning Operations), Containerization, Performance Tuning, Scalability
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Gemini, Generative AI, Google Cloud Platform, Data Analysis, Image Analysis, Multimodal Prompts, Data Processing, Text Mining
初级 · 项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Feature Engineering, Statistical Methods, Model Evaluation, Algorithms
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: 数据伦理, 微软 Azure, 云计算, 数据管道, MLOps(机器学习 Operator), 模型部署, 信息隐私, 数据预处理, 持续监测, Model Evaluation, 机器学习, 数据安全, 性能调整, 数据库, 负责任的人工智能
中级 · 课程 · 1-3 个月

MathWorks
您将获得的技能: 计算机视觉, Machine Learning 方法, 人工智能和机器学习(AI/ML), Matlab, 深度学习, 机器学习, Model Evaluation, 机器学习算法, 数据预处理, 分类算法, 图像分析, Data Validation
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, Model Deployment, Generative AI, Serverless Computing, Cloud Deployment, Application Deployment, Containerization, Performance Tuning, Machine Learning Methods, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: Multimodal Prompts, Embeddings, Metadata Management, Image Analysis, LLM Application, Text Mining, Generative AI, Large Language Modeling, Vector Databases
中级 · 项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Image Analysis, Computer Vision, Autoencoders, Convolutional Neural Networks, Vision Transformer (ViT), Generative Adversarial Networks (GANs), Recurrent Neural Networks (RNNs), Deep Learning, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Visualization (Computer Graphics), Machine Learning Methods, Model Deployment, Embeddings, Artificial Intelligence, Data Ethics, Data Processing, Applied Machine Learning, Linear Algebra
攻读学位
中级 · 专项课程 · 1-3 个月

您将获得的技能: Cloud Infrastructure, Microsoft Azure, Infrastructure As A Service (IaaS), Data Processing, Big Data, Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), Databricks, Infrastructure Security, Data Pipelines, Virtual Networking, Azure DevOps, Virtual Machines, Azure Active Directory, Analytics, Active Directory, Network Security, Model Deployment, Python Programming, Role-Based Access Control (RBAC)
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Feature Engineering, Model Deployment, Google Cloud Platform, Data Processing, Data Storage Technologies, Data Modeling, Data Storage, Data Management, DevOps
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Cloud Infrastructure, Google Cloud Platform, Hardware Architecture, Infrastructure Architecture, Computer Hardware, Performance Tuning, Cloud Platforms, Computing Platforms
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Generative AI, AI Personalization, Web Analytics and SEO, Web Content, Prompt Engineering, Google Cloud Platform, User Experience
初级 · 课程 · 1-4 周