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: Unreal Engine, 3D Assets, Virtual Environment, 3D Modeling, Computer Graphics, Architectural Design, Visualization (Computer Graphics), Building Design, Performance Tuning
高级设置 · 课程 · 1-3 个月

Coursera
您将获得的技能: Star Schema, Data Warehousing, Database Design, Analytics, Data Mart, Data Modeling, Business Intelligence, Data Integrity, Data Transformation, Performance Tuning, Data Quality, Performance Analysis
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, Cloud Infrastructure, Kubernetes, Cloud Deployment, Infrastructure As A Service (IaaS), Model Deployment, Network Performance Management, Application Deployment, Cloud Engineering, AI Orchestration, Containerization, Performance Tuning, Network Planning And Design, Distributed Computing, System Configuration
中级 · 课程 · 1-3 个月

您将获得的技能: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation
中级 · 专项课程 · 3-6 个月


Meta
您将获得的技能: API 设计, 可扩展标记语言(XML), 还原式 API, JSON, Authentication, 软件文档, 调试, 授权(计算), 性能调整, 应用编程接口 (API), Django (网络框架), Data Validation, 应用程序接口测试
中级 · 课程 · 1-4 周

University of London
您将获得的技能: 三维资产, 前端性能, 视频游戏开发, 计算机图形学, 动画, 虚拟现实, Unity 引擎, 性能调整, 增强现实与虚拟现实(AR/VR), 虚拟环境, 游戏设计, 可视化(计算机制图)
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 工程计算, 物理学, 模拟和模拟软件, 工程分析, 工程学, 工程设计流程, 计算机辅助设计, 系统配置, 性能调整
攻读学位
高级设置 · 课程 · 1-3 个月

您将获得的技能: Group Policy, Network Administration, TCP/IP, Application Deployment, Command-Line Interface
中级 · 课程 · 3-6 个月

您将获得的技能: Responsible AI, AI Security, Prompt Engineering, Generative AI, Governance Risk Management and Compliance, Content Performance Analysis, Risk Management, Governance, Retrieval-Augmented Generation, Model Evaluation, Compliance Management, Data-Driven Decision-Making, Performance Analysis, Cross-Functional Team Leadership, System Monitoring, Gap Analysis, Large Language Modeling, Performance Metric, Quality Assessment, Cost Benefit Analysis
中级 · 课程 · 1-4 周
Amazon Web Services
您将获得的技能: 无服务器计算, 亚马逊 S3, 亚马逊网络服务, 云计算管理, 事件驱动编程, 混合云计算, 亚马逊 DynamoDB, 云安全, AWS 身份和访问管理 (IAM), 性能调整, 软件架构, 数据分析, 集装箱化, 解决方案架构, 应用程序接口网关, 云计算架构, 多租户云环境, 数据可视化, AWS Kinesis
中级 · 课程 · 1-4 周
Alberta Machine Intelligence Institute
您将获得的技能: Generative AI Agents, Generative AI, Generative Model Architectures, LangChain, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Prompt Engineering, Google Cloud Platform, PyTorch (Machine Learning Library), System Monitoring, Embeddings, Deep Learning, Transfer Learning, Model Evaluation, Development Environment, Natural Language Processing, Vector Databases
中级 · 课程 · 1-4 周