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。

您将获得的技能: Vector Databases, Retrieval-Augmented Generation, Embeddings, Performance Tuning, Applied Machine Learning, LangChain, Document Management, Docker (Software), Agentic systems, Generative AI, Generative Model Architectures, Model Deployment, LLM Application, Technical Communication, Multimodal Prompts, Search Engine Optimization, Metadata Management, Data Pipelines, Machine Learning, Data Migration
中级 · 专项课程 · 3-6 个月

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: 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

Google Cloud
您将获得的技能: Cloud Applications, Cloud Development, Application Deployment, Application Development, Google Cloud Platform, Cloud Deployment, Authentications, Cloud API, Generative AI, CI/CD, Performance Tuning, Application Performance Management, Data Storage, Data Storage Technologies, Authorization (Computing), Computing Platforms, Database Application, Identity and Access Management, Continuous Integration
初级 · 课程 · 1-3 个月

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

Packt
您将获得的技能: PostgreSQL, SQL, Database Management, Transaction Processing, Data Maintenance, Stored Procedure, Performance Tuning, Databases, Database Architecture and Administration, Query Languages, Data Migration, Data Management, Relational Databases, JSON, Database Management Systems, Database Design, Data Persistence, Data Integrity, Disaster Recovery, Operating System Administration
中级 · 专项课程 · 3-6 个月

您将获得的技能: Node.JS, Cloud Deployment, MongoDB, Role-Based Access Control (RBAC), Application Deployment, Server Side, Back-End Web Development, Restful API, Application Programming Interface (API), Redis, Authorization (Computing), API Testing, Authentications, NoSQL, Security Controls, Performance Tuning, Secure Coding, Geospatial Information and Technology, Scalability, Performance Testing
中级 · 课程 · 1-4 周

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

Google Cloud
您将获得的技能: 生成式人工智能, 大型语言建模, 及时工程, 法学硕士申请, Prompt Engineering
初级 · 课程 · 1-4 周

您将获得的技能: Data Pipelines, Data Validation, SQL, Extract, Transform, Load, Data Transformation, JSON, Data Processing, Data Warehousing, Query Languages, Data Integration, Data Integrity, Performance Testing, Performance Tuning, Verification And Validation, Dashboard, Scripting, Systems Integration, Dimensionality Reduction
高级设置 · 课程 · 3-6 个月

Google Cloud
您将获得的技能: Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Infrastructure As A Service (IaaS), Kubernetes, Model Deployment, Virtual Machines, Containerization, Network Performance Management, Distributed Computing, Model Training, Performance Tuning, Model Optimization, System Configuration, Network Administration, Capacity Management, Computer Hardware
中级 · 课程 · 1-3 个月

您将获得的技能: Dashboard, Business Intelligence, Business Intelligence Software, Dashboard Creation, Tableau Software, Interactive Data Visualization, Business Reporting, Data Storytelling, Data Presentation, Data Visualization Software, Data Visualization, Stakeholder Communications, Performance Tuning, Interviewing Skills, Presentations, Performance Improvement, Performance Analysis
高级设置 · 课程 · 1-3 个月