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: Database Administration, Database Management, Relational Databases, SQL, Google Cloud Platform, Operational Databases, Database Design, Database Architecture and Administration, MySQL, Database Management Systems, System Configuration, Data Migration, Cloud Deployment, Database Software, Network Administration, Data Maintenance, Security Controls, Data Import/Export, Data Storage, Performance Tuning
中级 · 课程 · 1-4 周

您将获得的技能: Systems Architecture, AI Integrations, Cloud Deployment, Systems Design, Model Deployment, System Design and Implementation, Solution Architecture, Cloud Computing Architecture, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Systems Integration, Cloud Management, Distributed Computing, Cloud Services, Performance Tuning, Application Programming Interface (API), Restful API, Requirements Analysis, Business Requirements
中级 · 课程 · 1-3 个月

Pragmatic AI Labs
您将获得的技能: GitHub Copilot, CI/CD, Development Environment, Continuous Integration, GitHub, Cloud Development, Fine-tuning, Hugging Face, Continuous Deployment, Microsoft Copilot, Model Deployment, YAML, DevOps, Large Language Modeling, AI Workflows, AI Enablement, Containerization, Docker (Software), Python Programming, AI Personalization
初级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Reinforcement Learning, Deep Learning, Model Optimization, Large Language Modeling, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Fine-tuning, Model Training, Agentic systems, Machine Learning Algorithms, Machine Learning, Python Programming, Applied Machine Learning, Natural Language Processing, Performance Tuning, Algorithms, Model Evaluation, Data Analysis
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Vector Databases, Query Languages, Performance Tuning, Performance Analysis, Embeddings
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 模型优化, 数据可视化, 星形模式, Power BI, 数据分析表达式 (DAX), 性能调整, 数据建模, 数据分析, 时间序列分析和预测, 实时数据
初级 · 课程 · 1-4 周

您将获得的技能: Security Architecture Review, Root Cause Analysis, Data Quality, Data Management, Azure Synapse Analytics, Data Validation, Data Integrity, Data Pipelines, Performance Tuning, Data Security, SQL, Database Development, System Monitoring, Extract, Transform, Load, Data Maintenance, Time Series Analysis and Forecasting, Data Governance, Query Languages, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Automation
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Microsoft 365, Cloud Management, Microsoft Intune (Mobile Device Management Software), Microsoft Windows, Cloud Security, Microsoft Copilot, Cloud Computing, Application Deployment, Enterprise Application Management, Cloud Deployment, Mobile Security, Cloud Infrastructure, Package and Software Management, Remote Access Systems, Microsoft Teams, VPN Clients, Performance Tuning, Administration, Configuration Management, Resource Management
中级 · 课程 · 1-3 个月

MathWorks
您将获得的技能: Power Electronics, Simulation and Simulation Software, Model Based Systems Engineering, Electronic Systems, Electrical Systems, Electrical Engineering, Three-Phase, Machine Controls, Systems Integration, Engineering Practices, Simulations, Electrical Power, Electronics Engineering, Electronics, Electric Power Systems, Engineering Analysis, Engineering, Engineering Design Process, Performance Tuning, Environmental Issue
初级 · 专业证书 · 3-6 个月

您将获得的技能: LangChain, LLM Application, Prompt Engineering, Responsible AI, Large Language Modeling, Hugging Face, Multimodal Prompts, Generative AI, Generative Model Architectures, Retrieval-Augmented Generation, Generative AI Agents, Risking, AI Orchestration, Fine-tuning, Python Programming, Vector Databases, Machine Learning, Agentic systems, Data Science
初级 · 课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Large Language Modeling, Natural Language Processing, LLM Application, Multimodal Prompts, Recurrent Neural Networks (RNNs), Text Mining, Embeddings, Generative AI, Deep Learning, Fine-tuning, Generative Model Architectures, Artificial Neural Networks, Machine Learning, Data Ethics
中级 · 课程 · 1-4 周

Rice University
您将获得的技能: Apache Hadoop, 性能测试, Java 编程, Scala 编程, 事件驱动编程, Apache Kafka, 性能调整, Apache Spark, 数据结构, 分布式计算, 图论, Java, 服务器, 操作系统流程管理, 算法, 数据流, 编程原则, 应用框架, Algorithm, 功能设计
中级 · 专项课程 · 3-6 个月