模型验证课程可以帮助您学习统计技术、性能指标、过拟合预防和交叉验证方法。您可以掌握评估模型准确性、理解偏差-方差权衡以及实施稳健验证框架的技能。许多课程介绍了 R、Python 等工具以及 scikit-learn 和 TensorFlow 等专门库,这些工具支持将这些验证技术应用于传统统计模型和人工智能 (AI) 应用中使用的模型。

Google Cloud
您将获得的技能: Gemini, Development Testing, Test Case, Debugging, Software Development Life Cycle, Web Development Tools, Web Applications, Application Development, Google Cloud Platform, Application Lifecycle Management
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Flutter (Software), Google Gemini, Generative AI Agents, Generative AI, Mobile Development, Application Development, Model Deployment
初级 · 课程 · 1-3 个月

您将获得的技能: Computer Vision, Image Analysis, Convolutional Neural Networks, Transfer Learning, Deep Learning, Generative AI, Generative Model Architectures, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Recurrent Neural Networks (RNNs), Applied Machine Learning, Data Processing, Network Architecture, Feature Engineering, Model Evaluation
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, AI Security, Data Ethics, Information Privacy, Google Cloud Platform, Cloud Security, Artificial Intelligence, Data Security, Model Deployment, Safety and Security
中级 · 课程 · 1-3 个月

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

您将获得的技能: Performance Tuning, Database Design
初级 · 课程 · 1-4 周


您将获得的技能: Responsible AI, Data Ethics, Artificial Intelligence, Google Cloud Platform, Open Source Technology, MLOps (Machine Learning Operations), Model Evaluation, Data Quality
中级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Artificial Intelligence, Data Ethics, Applied Machine Learning, Model Evaluation, Technical Documentation, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Responsive Web Design, Bootstrap (Front-End Framework), Node.JS, Back-End Web Development, Unit Testing, Full-Stack Web Development, Web Components, Front-End Web Development, Authentications, User Accounts, TypeScript, MySQL
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Image Analysis, Convolutional Neural Networks, Deep Learning, Generative Model Architectures, Embeddings, Model Evaluation
高级设置 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Machine Learning, Model Evaluation, Data Quality
中级 · 课程 · 1-3 个月