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：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Cloudera
您将获得的技能: SQL, 数据库系统, 亚马逊 S3, 数据库管理, 命令行界面, 大数据, 文件系统, Virtual Machine, 云存储, 数据存储, 性能调整, Apache Hadoop, 数据管理, Data Management, 亚马逊网络服务, Apache Hive
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: 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Johns Hopkins University
您将获得的技能: Algorithm, 面向数据的编程, 系统编程, 调试, 性能调整, 开发环境, 计算机结构, C 和 C++
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Google Cloud
您将获得的技能: 数据访问, Data Governance, 数据湖, 数据架构, NoSQL, 数据库管理, 大数据, 星形模式, 云存储, 数据整合, 应用编程接口 (API), 数据管理, 数据质量, Query 语言, 数据仓库, 性能调整, 元数据管理, Data Management
状态：免费试用您将获得的技能: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging
状态：免费试用您将获得的技能: Responsible AI, Azure Active Directory, Microsoft Azure, Data Lakes, Platform As A Service (PaaS), Cloud Computing, Data Integration, Relational Databases, AI Personalization, Cloud Applications, Cloud Development, Power BI, Performance Tuning, Microsoft Visual Studio, Model Deployment, Cloud Computing Architecture, Anomaly Detection, Cloud Platforms, Cloud Services, Cloud Management
总之，以下是 10 最受欢迎的 hyperparameter tuning 课程
- 심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화: DeepLearning.AI
- Data Manipulation and Transactions in SQL Server: Microsoft
- 在集群和云存储中管理大数据: Cloudera
- 使用 ChatGPT 进行机器学习：图像分类模型: Coursera
- Data Structures and Algorithms: Microsoft
- Prepare for SnowPro Core Exam: Architecture & SQL: Board Infinity
- 使用 CUDA 的并行编程简介: Johns Hopkins University
- Intro to Operating Systems 3: Concurrency: Codio
- 英特尔® 网络学院 - 网络转型 102: Intel
- 云中的数据管理和存储: Google Cloud
