超参数调优课程可以帮助您学习优化模型性能、理解过拟合和欠拟合以及应用交叉验证方法的技术。您可以掌握参数选择、Grid Search 和随机搜索策略方面的技能,从而提升您的机器学习项目。许多课程都会介绍 Scikit-learn、TensorFlow 和 Keras 等工具,展示如何在人工智能和 AI 应用中有效实施这些调整技术。

Coursera
您将获得的技能: Spatial Data Analysis, GIS Software, Geographic Information Systems, Spatial Analysis, Query Languages, SQL, Geospatial Information and Technology, PostgreSQL, Database Development, Performance Tuning
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, Model Deployment, Cloud Infrastructure, Cloud Storage, Data Management, Data Processing, Data Infrastructure, Model Training, Data Storage, Cloud Deployment, Cloud Solutions, Data Storage Technologies, MLOps (Machine Learning Operations), Applied Machine Learning, Performance Tuning, File Systems
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Kubernetes, Model Deployment, Infrastructure As A Service (IaaS), Cloud-Native Computing, Application Deployment, Network Performance Management, Infrastructure Architecture, Model Optimization, Performance Tuning, Containerization, Network Planning And Design, Distributed Computing, Network Infrastructure
中级 · 课程 · 1-3 个月

您将获得的技能: PostgreSQL, Data Maintenance, Performance Tuning, Database Architecture and Administration, Data Migration, Relational Databases, Data Management, Data Persistence, SQL, Data Integrity, Database Management, Disaster Recovery, Transaction Processing, System Monitoring
高级设置 · 课程 · 1-3 个月

您将获得的技能: PostgreSQL, Stored Procedure, Query Languages, SQL, Database Management, Relational Databases, Performance Tuning, Database Architecture and Administration, Database Design, System Monitoring, Data Management, Security Controls, Data Security, Role-Based Access Control (RBAC), Encryption
中级 · 课程 · 1-4 周

您将获得的技能: Microsoft 365, Cloud Deployment, Microsoft Windows, Cloud Security, Microsoft Intune (Mobile Device Management Software), Desktop Support, Cloud Computing, Network Troubleshooting, Cloud Management, Application Deployment, Cloud-Based Integration, Performance Tuning, System Monitoring, Technical Support, Enterprise Application Management, Administration, Configuration Management, Resource Management
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Vector Databases, Performance Tuning, Docker (Software), Embeddings, Query Languages, Multimodal Prompts, Generative AI, AI Integrations, API Design, Application Deployment, Database Design, Development Environment, Restful API, Image Analysis, Machine Learning
中级 · 课程 · 1-3 个月

您将获得的技能: Computational Thinking, Algorithms, Programming Principles, Data Structures, Problem Solving, Javascript, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Graph Theory, Data Structures, Algorithms, Computer Programming, Python Programming, Computational Thinking, Data Science, Theoretical Computer Science, Data Processing, Geometry, Data Analysis Expressions (DAX), Data Manipulation, Performance Tuning, Data Analysis, Data Management, Applied Mathematics
中级 · 专项课程 · 3-6 个月

您将获得的技能: Database Design, Microsoft Access, Database Systems, Databases, Relational Databases, Data Integrity, Data Validation, Database Management, Data Entry, Performance Tuning
混合 · 课程 · 1-4 周

您将获得的技能: Cloud Security, Apache Spark, Transaction Processing, Cloud Infrastructure, Data Lakes, PySpark, Data Security, Security Controls, Performance Tuning, Cloud Computing, Cloud Computing Architecture, Cloud Storage, Data Storage Technologies, Data Storage, Cloud Deployment, Data Warehousing, Data Management, Infrastructure Architecture, Data Integrity, Infrastructure as Code (IaC)
初级 · 课程 · 1-3 个月

您将获得的技能: C and C++, C++ (Programming Language), Development Environment, Performance Tuning, Test Tools, System Programming, Docker (Software), Computer Architecture, Containerization, Development Testing, Programming Principles, Software Development Tools, Hardware Architecture, Algorithms, Computer Programming, Python Programming, Debugging, Memory Management, Software-Defined Networking, Scripting
中级 · 课程 · 1-3 个月