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。

Microsoft
您将获得的技能: 数据安全, 防火墙, 关系数据库, 基于角色的访问控制(RBAC), Network Security, 云应用, 云计算管理, Encryption, 数据库应用, 授权(计算), Azure 活动目录, 威胁检测, 网络应用, 关键管理, 应用安全, 微软 Azure, 云安全, Authentication, 云计算开发, Microsoft SQL 服务器
中级 · 课程 · 1-3 个月

École Polytechnique Fédérale de Lausanne
您将获得的技能: SQL, 数据操作, 分布式计算, 大数据, Scala 编程, 编程原则, 数据存储技术, 性能调整, Apache Spark, 数据处理
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: SQL, 可扩展性, 数据迁移, 关系数据库, NoSQL, 应用程序开发, Google 云端平台, 灾难恢复, 数据库架构与管理, Terraform, 性能调整, 云计算架构, 数据流
中级 · 课程 · 1-3 个月

EDUCBA
您将获得的技能: Performance Tuning, Microsoft Azure, Database Administration, Scalability, Relational Databases, Microsoft SQL Servers, Database Architecture and Administration, Database Management, Database Systems, Operational Databases, Data Migration, Transact-SQL, Stored Procedure, Cloud Security, Cloud Deployment, Disaster Recovery, Virtual Machines
中级 · 课程 · 1-4 周

您将获得的技能: Database Administration, Database Architecture and Administration, Database Management, Apache Airflow, Operational Databases, PostgreSQL, MySQL, Data Warehousing, Data Pipelines, Extract, Transform, Load, Database Design, SQL, Data Architecture, Performance Tuning, Disaster Recovery, Data Security, Data Import/Export, Data Transformation
高级设置 · 课程 · 1-3 个月

Coursera
您将获得的技能: Distributed Computing, Scalability, Performance Tuning, C++ (Programming Language), System Programming, Computer Architecture, Cross Platform Development, Hardware Architecture, Application Development, Algorithms, C (Programming Language), Development Environment
初级 · 课程 · 1-4 周

您将获得的技能: Shell Script, User Accounts, Linux Administration, Linux, Unix Shell, Linux Commands, Unix, Operating System Administration, File Systems, Performance Tuning, Systems Administration, Scripting, File Management, Data Storage, Authorization (Computing), Command-Line Interface, Operating Systems, System Monitoring
中级 · 课程 · 1-4 周

Scrimba
您将获得的技能: Ajax, Object Oriented Programming (OOP), Javascript, JSON, Application Programming Interface (API), Scripting, Software Design Patterns, Data Management, Data Structures, Event-Driven Programming, Data Validation, Prototyping, Computational Logic, Maintainability, Programming Principles, Web Development, Software Development, Debugging, Software Engineering, Performance Tuning
中级 · 专项课程 · 1-3 个月

Microsoft
您将获得的技能: Full-Stack Web Development, Microsoft Copilot, Frontend Integration, Application Programming Interface (API), Systems Integration, Web Applications, ASP.NET, Restful API, Back-End Web Development, Development Environment, Real Time Data, Debugging, Performance Tuning
初级 · 课程 · 1-4 周

您将获得的技能: Large Language Modeling, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Generative Model Architectures, Natural Language Processing, Transfer Learning
初级 · 课程 · 1-4 周

您将获得的技能: PySpark, Apache Spark, Apache Hadoop, Data Pipelines, Big Data, Data Storage Technologies, Data Processing, Distributed Computing, Data Analysis Expressions (DAX), Data Storage, Data Transformation, SQL, Data Manipulation, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Tensorflow, Artificial Neural Networks, Deep Learning, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Classification Algorithms, Image Analysis, Convolutional Neural Networks, Supervised Learning, Machine Learning Algorithms, Machine Learning, Model Evaluation, NumPy, Regression Analysis
中级 · 课程 · 1-3 个月