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: Azure Synapse Analytics, Performance Tuning, Microsoft Azure, System Monitoring, Data Engineering, Transact-SQL, Star Schema, Power BI, PySpark, Data Cleansing, Data Analysis Expressions (DAX), Apache Spark, Data Warehousing, Analytics, Data Modeling, Data Analysis, SQL, Azure Active Directory, Advanced Analytics, Microsoft Copilot
中级 · 专项课程 · 1-3 个月

您将获得的技能: LLM 申请, 模型部署, 应用程序部署, 人工智能, ChatGPT, Prompt Engineering, OpenAI 应用程序接口, 云应用, 生成式人工智能, 网络开发工具, AI 安全, 实时数据, 网络应用, 无服务器计算
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Data Preprocessing, PyTorch (Machine Learning Library), Transfer Learning, Model Deployment, Performance Tuning, Deep Learning, Natural Language Processing, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Storytelling, Data Engineering, Data Presentation, Key Performance Indicators (KPIs), Dashboard, Business Analytics, Business Intelligence, Extract, Transform, Load, Performance Analysis, Data Transformation, SQL, Automation, Data Management, Version Control
中级 · 课程 · 1-4 周

Princeton University
您将获得的技能: 硬件架构, 计算机工程, 可扩展性, 计算机系统, 分布式计算, 计算机结构, 操作系统, 微架构, 性能调整
高级设置 · 课程 · 3-6 个月

您将获得的技能: MLOps (Machine Learning Operations), Responsible AI, CI/CD, Model Deployment, Continuous Integration, Continuous Delivery, Continuous Deployment, Cloud Platforms, Model Evaluation, Automation, Data Governance, Data Pipelines, Performance Tuning, Continuous Monitoring, Performance Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Anomaly Detection, MLOps (Machine Learning Operations), Event Monitoring, Continuous Monitoring, System Monitoring, Unsupervised Learning, Threat Detection, Statistical Analysis, Exploratory Data Analysis, Trend Analysis, Real Time Data, Statistical Methods, Performance Tuning, Time Series Analysis and Forecasting
中级 · 课程 · 1-4 周

Princeton University
您将获得的技能: Java 编程, 计算机科学, 调试, Java, 面向对象编程(OOP), 编程原则, 计算思维, 动画, 文件输入/输出, 计算机编程, 数据结构, 性能调整, 计划发展, Algorithm
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 机器学习, 人工智能, 降维, 强化学习, 无监督学习, 异常检测, 深度学习, 数据伦理, 监督学习, 人工神经网络, Algorithm
初级 · 课程 · 1-4 周

您将获得的技能: Role-Based Access Control (RBAC), Application Performance Management, System Monitoring, Performance Tuning, Devops Tools, Site Reliability Engineering, Continuous Monitoring, Application Deployment, Transact-SQL, Transaction Processing, Enterprise Application Management, Incident Management, Anomaly Detection, Microservices, Performance Analysis, Email Automation, Real Time Data, Analysis, Health Policy
高级设置 · 课程 · 1-4 周

您将获得的技能: Unity Engine, Computer Graphics, Computer Graphic Techniques, Visualization (Computer Graphics), Augmented and Virtual Reality (AR/VR), Animations, Video Game Development, Performance Tuning, Image Quality, Debugging
混合 · 课程 · 1-3 个月