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。

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

University of Colorado Boulder
您将获得的技能: Image Analysis, Computer Vision, Deep Learning, Convolutional Neural Networks, Computer Graphics, Machine Learning Methods, Artificial Intelligence, Data Ethics, Microsoft Excel, Generative AI, Linear Algebra, Feature Engineering, Digital Signal Processing
攻读学位
初级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 基础设施即服务(IaaS), 云计算, 虚拟化, 云平台, 数据存储, 亚马逊 S3, 云存储, 云服务, 集装箱化, 云应用, 可扩展性, 云基础设施, 平台即服务(PaaS), 中间件, Virtual Machine
中级 · 课程 · 1-3 个月