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: Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Applied Machine Learning, No-Code Development, Predictive Modeling, Data Preprocessing, Machine Learning, Model Evaluation
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Generative AI, Image Analysis, Deep Learning, Convolutional Neural Networks, Model Evaluation, Applied Machine Learning, Recurrent Neural Networks (RNNs)
高级设置 · 课程 · 1-4 周
Coursera
您将获得的技能: JUnit, MLOps (Machine Learning Operations), CI/CD, Continuous Integration, Jenkins, Test Automation, Unit Testing, DevOps, Test Case, Debugging, Code Coverage, Model Evaluation, Data Pipelines, Test Data
高级设置 · 课程 · 1-4 周

Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Data Management, Data Governance, AI Workflows, Google Cloud Platform, Workflow Management, Data Pipelines, Model Evaluation, Machine Learning, Enterprise Architecture, Containerization
中级 · 课程 · 1-3 个月

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

您将获得的技能: 3D Modeling, Computer Graphics, Visualization (Computer Graphics), Animation and Game Design, Graphical Tools, Design Software, Image Quality, Layout Design
中级 · 课程 · 3-6 个月

您将获得的技能: Big Data, Applied Machine Learning, Google Cloud Platform, Data Analysis, Machine Learning
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, Unstructured Data, Tensorflow, Big Data, Applied Machine Learning, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Jupyter, Natural Language Processing
中级 · 课程 · 1-3 个月

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

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: Responsible AI, Data Ethics, Applied Machine Learning, Data Integrity, Machine Learning, Artificial Intelligence, Model Evaluation, Data Visualization Software
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Retrieval-Augmented Generation, Large Language Modeling, Embeddings, Vector Databases, Generative AI, Semantic Web, Natural Language Processing, Google Cloud Platform
中级 · 课程 · 1-4 周