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: Model Evaluation, Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Predictive Modeling, Continuous Monitoring
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Containerization, Docker (Software), Cloud Infrastructure, Microsoft SQL Servers, Cloud Computing, Remote Access Systems, Windows Servers, Virtual Machines, Microsoft Windows
初级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Data Processing, Data Modeling, Data Management, Applied Machine Learning, Data Storage, Data Import/Export, Scalability
中级 · 课程 · 1-4 周

Palo Alto Networks
您将获得的技能: Docker (软件), 云计算, DevSecOps, 混合云计算, 云安全, 数据中心, 基础设施安全, Devops, 集装箱化, 数据安全, 云基础设施, 脆弱性评估, 云部署, Virtual Machine, Network Security, 云 Native 计算, 应用安全, 漏洞扫描, 云计算架构, 软件即服务
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Feature Engineering, Generative AI, Model Deployment, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Data Preprocessing, Data Quality, MLOps (Machine Learning Operations), Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Data Cleansing, AI Enablement, Prompt Engineering, Cloud Deployment, AI Workflows, Cloud Computing
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Data Preprocessing, Computing Platforms
初级 · 课程 · 1-4 周

您将获得的技能: AI Personalization, Anomaly Detection, Microsoft Azure, Computer Vision, Image Analysis, Artificial Intelligence, Natural Language Processing, Cloud API, Data-Driven Decision-Making, Text Mining, Application Programming Interface (API), Time Series Analysis and Forecasting, Web Services, Restful API
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Looker (Software), Order Fulfillment, Customer Analysis, Business Analytics, Data-Driven Decision-Making, Business Intelligence, Business Intelligence Software, Google Cloud Platform, Dashboard, Business Analysis, Data Visualization, Data Analysis, Sales Management, Sales, Product Knowledge, Enterprise Resource Planning
初级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Jupyter, Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Development Environment, Exploratory Data Analysis
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Recurrent Neural Networks (RNNs), Artificial Intelligence and Machine Learning (AI/ML), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Large Language Modeling, Natural Language Processing, Embeddings, Network Model, Network Architecture
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Autoencoders, Convolutional Neural Networks, Generative Adversarial Networks (GANs), Applied Machine Learning, Model Deployment, Unsupervised Learning, Artificial Intelligence, Classification Algorithms
攻读学位
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Python 程序设计, 计算机视觉, 微软 Azure, 模型部署, 人工智能和机器学习(AI/ML), 机器学习算法, 数据科学, 机器学习, 自然语言处理, 应用编程接口 (API), 图像分析
高级设置 · 课程 · 1-3 个月