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。

DeepLearning.AI
您将获得的技能: 生成式人工智能, 数据预处理, 拥抱的脸, 迁移学习, 嵌入, 深度学习, 大型语言建模, 自然语言处理, 人工神经网络, 递归神经网络 (RNN), 微调, Transfer Learning
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: Data Warehousing, Star Schema, Data Modeling, Database Design, Extract, Transform, Load, Database Development, Data Integration, Data Infrastructure, Database Architecture and Administration, Database Software, Relational Databases, Database Management, Business Intelligence, Database Theory, Performance Tuning, PostgreSQL, SQL
初级 · 课程 · 1-3 个月

您将获得的技能: Kubernetes, Microservices, Application Performance Management, Grafana, Performance Tuning, Software Visualization, Dependency Analysis, Multi-Tenant Cloud Environments, Incident Management, Incident Response, Data Pipelines
中级 · 课程 · 1-4 周

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

Coursera
您将获得的技能: Star Schema, Data Modeling, Database Design, Data Warehousing, Dashboard, Business Reporting, Dashboard Creation, Business Intelligence, Business Process, Business Intelligence Software, Self Service Technologies, Performance Tuning
初级 · 课程 · 1-4 周

Packt
您将获得的技能: Angular, Jest (JavaScript Testing Framework), Unit Testing, Test Script Development, Test Case, JavaScript Frameworks, Web Development Tools, TypeScript, Front-End Web Development, Frontend Performance, Performance Tuning, Full-Stack Web Development, Scalability, Enterprise Application Management, Web Development, Application Deployment, Software Design Patterns, Maintainability, Data Validation, Back-End Web Development
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: Computational Thinking, Algorithms, Programming Principles, Data Structures, Problem Solving, Javascript, Performance Tuning
中级 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: Memory Management, C++ (Programming Language)
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Prompt Engineering, Vector Databases, Embeddings, System Monitoring, Application Security, Fine-tuning, Artificial Intelligence, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Data Structures, Graph Theory, Algorithms, Game Theory, Java, Java Programming, Programming Principles, Performance Tuning, Computational Thinking, Theoretical Computer Science, Computer Programming, Problem Solving, Solution Design, Applied Mathematics, Geometry
中级 · 专项课程 · 3-6 个月