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。

DeepLearning.AI
您将获得的技能: Embeddings, Retrieval-Augmented Generation, Vector Databases, Text Mining, Large Language Modeling, Performance Tuning
初级 · 项目 · 不超过 2 小时

KodeKloud
您将获得的技能: Responsible AI, Amazon Bedrock, Prompt Engineering, Generative AI, LLM Application, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, AWS SageMaker, Retrieval-Augmented Generation, Amazon Web Services, Large Language Modeling, Artificial Intelligence, Model Evaluation, Data Security, Human Centered Design
初级 · 课程 · 1-3 个月

您将获得的技能: OSI Models, TCP/IP, Vulnerability Scanning, General Networking, Network Protocols, Cyber Security Assessment, Network Security, Network Monitoring, Network Administration, Vulnerability Assessments, Firewall, Performance Tuning, Threat Detection, Network Analysis, Scripting, System Configuration
中级 · 课程 · 1-3 个月

您将获得的技能: Disaster Recovery, Data Storage Technologies, Remote Access Systems, Performance Tuning, Linux Administration, Data Storage, Systems Administration, File Systems, Information Management, Software Installation, Data Centers, Data Access, File Management, Servers, System Monitoring, Data Management, Data Integrity, Infrastructure Architecture, Distributed Computing, Enterprise Architecture
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Model Evaluation, Hugging Face, Generative AI, Dimensionality Reduction, Natural Language Processing, OpenAI API, Data Preprocessing, Embeddings, Classification Algorithms, Large Language Modeling, OpenAI, Text Mining, Applied Machine Learning, LLM Application, Statistical Machine Learning, Data Processing, Multilingualism
中级 · 专项课程 · 3-6 个月
Starweaver
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI Agents, Enterprise Application Management, AI Workflows, ChatGPT, Generative AI, Development Environment, LLM Application, Large Language Modeling, Systems Architecture, Model Evaluation, Program Evaluation, Process Optimization, Performance Tuning, Scalability, Debugging
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: Python 程序设计, 无服务器计算, 命令行界面, 软件开发工具, 调试, 应用程序部署, 计划发展, 可维护性, 软件测试, 性能调整, Linux 命令, 拉斯特(编程语言), 亚马逊网络服务, 系统编程
中级 · 课程 · 1-4 周

您将获得的技能: Animation and Game Design, Unity Engine, Game Design, 3D Assets, User Interface (UI), Computer Graphics, 3D Modeling, Virtual Environment, Video Game Development, User Interface (UI) Design, Computer Graphic Techniques, Visualization (Computer Graphics), User Interface and User Experience (UI/UX) Design, Color Theory, Performance Tuning, Frontend Performance, Geospatial Mapping, C# (Programming Language), Scripting, Data Persistence
中级 · 专项课程 · 3-6 个月

您将获得的技能: Object Oriented Programming (OOP), Javascript, Software Design Patterns, Data Management, Data Structures, Prototyping, Web Development, Performance Tuning
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 基础设施即服务(IaaS), 脚本, Virtual Machine, 命令行界面, 云计算管理, 云计算, 软件即服务, 资源管理, 平台即服务(PaaS), 微软 Azure, 云部署, 验证和确认, Windows PowerShell
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Linux, 系统设计与实施, 软件设计, 代码审查, 实时操作系统, 调试, 系统架构, 性能测试, 软件架构, 实时数据, 嵌入式系统, 计算机视觉, 验证和确认, 性能调整
高级设置 · 课程 · 1-3 个月
CertNexus
您将获得的技能: 数据叙事, 机器学习, 数据展示, 模型部署, 自动化, 沟通, 利益相关者的参与, 数据可视化, 项目关闭, 网络应用, MLOps(机器学习 Operator), 数据驱动的决策制定, 利益攸关方沟通, 数据科学
中级 · 课程 · 1-4 周