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: 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
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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

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

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: Autoencoders, Convolutional Neural Networks, Generative Adversarial Networks (GANs), Applied Machine Learning, Model Deployment, Unsupervised Learning, Artificial Intelligence, Classification Algorithms
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中级 · 课程 · 1-4 周