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: Microsoft SQL Servers, Performance Tuning, SQL, Database Management, Stored Procedure, Database Design, Operational Databases, Database Development, Query Languages, System Monitoring, Network Troubleshooting
中级 · 课程 · 1-4 周

您将获得的技能: Oracle Databases, Performance Tuning, SQL, Query Languages, Database Design, Stored Procedure, Database Management, Data Storage
中级 · 课程 · 1-4 周

您将获得的技能: Linux Administration, Event Monitoring, File I/O, Performance Testing, Data Storage Technologies, Scenario Testing, Data Storage, Simulations
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 模型评估, 机器学习, 分类算法, 随机森林算法, 逻辑回归, 人工智能, 深度学习, 监督学习, 决策树学习, 迁移学习, 应用机器学习, 张力流, 数据伦理, 人工神经网络, 性能调整
初级 · 课程 · 1-4 周

您将获得的技能: Stored Procedure, Microsoft SQL Servers, Transact-SQL, Performance Tuning, Database Management, SQL, Database Design, Microsoft Copilot, System Monitoring, Debugging
初级 · 课程 · 1-4 周

您将获得的技能: Performance Tuning, Splunk, Role-Based Access Control (RBAC), Application Performance Management, System Monitoring, Distributed Computing, System Configuration, Data Management, Security Information and Event Management (SIEM), Enterprise Security, Data Security, Event Monitoring, Scalability, Data Pipelines, Real Time Data, Authentications
混合 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Responsible AI, LLM Application, Large Language Modeling, Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Kubernetes, Model Evaluation, Software Versioning, Supervised Learning
初级 · 项目 · 不超过 2 小时

您将获得的技能: Performance Tuning, Oracle Databases, Operational Databases, SQL, Linux Administration, System Monitoring, Linux, Database Management, File I/O, Database Architecture and Administration, Performance Testing, Data Storage Technologies, Scenario Testing, Data Storage, Simulations
高级设置 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Teradata SQL, Stored Procedure, Performance Tuning, Database Management, Extract, Transform, Load, Solution Design, Data Import/Export, Database Design, System Implementation, Data Manipulation, Data Processing, Emerging Technologies
中级 · 课程 · 1-4 周

您将获得的技能: Image Analysis, Convolutional Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Computer Vision, Artificial Neural Networks, Data Preprocessing, Data Processing, Regression Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Machine Learning, Bayesian Statistics, Data Analysis
初级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 模型评估, AI 产品战略, 机器学习, AI 工作流程, 调试, 人工智能和机器学习(AI/ML), 深度学习, 迁移学习, 数据驱动的决策制定, 应用机器学习, 性能调整
初级 · 课程 · 1-4 周