Hyperparameter 调整课程
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。
热门参数调整课程与认证
状态：免费试用LearnKartS
您将获得的技能: Cloud Deployment, Cloud Services, Google Cloud Platform, Cloud Computing Architecture, Cloud Infrastructure, Cloud Computing, Cloud Security, Performance Tuning, Public Cloud, Infrastructure As A Service (IaaS), Cloud Management, Cloud Storage, Identity and Access Management, Disaster Recovery, Data Security, DevOps
状态：预览DeepLearning.AI
您将获得的技能: Tensorflow, Deep Learning, Performance Tuning, Model Evaluation, Machine Learning Methods, Artificial Neural Networks, Debugging, Machine Learning, Algorithms
状态：免费试用您将获得的技能: Transaction Processing, Database Management, Microsoft SQL Servers, SQL, Data Manipulation, Relational Databases, Data Integrity, Generative AI, Performance Tuning
状态：免费试用您将获得的技能: SQL, Database Design, Database Management, Data Analysis, Database Architecture and Administration, Data Cleansing, Data Transformation, Data Manipulation, Query Languages, Analytics, GitHub, Data Integration, AI Enablement, Git (Version Control System), Performance Tuning
状态：新状态：免费试用您将获得的技能: Model Deployment, Google Cloud Platform, Cloud Deployment, Cloud Computing Architecture, Performance Tuning, Infrastructure Architecture, Artificial Intelligence, Hardware Architecture
Coursera
您将获得的技能: 模型评估, Python 程序设计, Machine Learning 方法, Keras（神经网络库）, 机器学习, 人工神经网络, 性能调整, 数据导入/导出, 应用机器学习, 张力流, 图像分析, 数据预处理, ChatGPT
状态：免费试用Microsoft
您将获得的技能: 事件驱动编程, 基于云的集成, 微服务, Microsoft Power Automate/Flow, 云应用, 无服务器计算, GitHub, 应用编程接口 (API), 业务流程自动化, 云计算开发, 微软 Azure
状态：免费试用Microsoft
您将获得的技能: Graph Theory, Data Structures, Microsoft Copilot, .NET Framework, Algorithms, Back-End Web Development, C# (Programming Language), Performance Tuning, Programming Principles, Server Side, Scalability, Application Performance Management
状态：预览Board Infinity
您将获得的技能: Performance Tuning, Data Architecture, User Accounts, Data Warehousing, SQL, Database Management, Data Modeling, Data Transformation, Data Import/Export, Data Integration, Role-Based Access Control (RBAC), Data Governance, JSON, Data Security
状态：免费试用您将获得的技能: OS Process Management, Operating Systems, System Programming, Performance Tuning, C (Programming Language), Data Structures, Debugging
状态：预览Intel
您将获得的技能: 网络架构, 密码学, 硬件架构, 网络基础设施, Open Source 技术, 单元测试, Network Security, 计划发展, 虚拟网络化, 计算机网络, 性能调整, 软件定义网络, 虚拟化
状态：免费试用Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Matlab, AI Personalization, Debugging, AI Enablement, LLM Application, Performance Tuning
总之，以下是 10 最受欢迎的 hyperparameter tuning 课程
- Cloud Computing and GCP Fundamentals: LearnKartS
- 심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화: DeepLearning.AI
- Data Manipulation and Transactions in SQL Server: Microsoft
- SQL for Data Science (and Version Control with GitHub): Coursera
- AI Infrastructure: Introduction to AI Hypercomputer: Google Cloud
- 使用 ChatGPT 进行机器学习：图像分类模型: Coursera
- 创建无服务器应用程序: Microsoft
- Data Structures and Algorithms: Microsoft
- Prepare for SnowPro Core Exam: Architecture & SQL: Board Infinity
- Intro to Operating Systems 3: Concurrency: Codio
