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: Oracle SQL Developer, Oracle Databases, Database Design, Data Manipulation, SQL, Relational Databases, Database Management, Databases, Data Transformation, Case Studies, Query Languages, Pivot Tables And Charts, Data Analysis, Performance Tuning, Business Intelligence, Analytics
初级 · 专项课程 · 1-3 个月

Microsoft
您将获得的技能: Virtual Machine, Linux, 云部署, 应用程序部署, 全栈式网络开发, 微软 Azure, MongoDB, 网络应用, 虚拟化和 Virtual Machine, 云计算开发, Node.JS
中级 · 课程 · 1-3 个月

您将获得的技能: Data Structures, Graph Theory, Algorithms, Java, Theoretical Computer Science, Performance Tuning
中级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative Model Architectures, Generative AI, OpenAI, AI Enablement, Large Language Modeling, Performance Measurement, Business Solutions, Performance Improvement, Business Analysis, Hugging Face
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 数据安全, 防火墙, 关系数据库, 基于角色的访问控制(RBAC), Network Security, 云应用, 云计算管理, Encryption, 数据库应用, 授权(计算), Azure 活动目录, 威胁检测, 网络应用, 关键管理, 应用安全, 微软 Azure, 云安全, Authentication, 云计算开发, Microsoft SQL 服务器
中级 · 课程 · 1-3 个月

您将获得的技能: Large Language Modeling, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Generative Model Architectures, Natural Language Processing, Transfer Learning
初级 · 课程 · 1-4 周

您将获得的技能: Network Planning And Design, Microsoft Azure, Network Troubleshooting, Network Security, Network Architecture, Network Monitoring, Load Balancing, Virtual Networking, Network Performance Management, Network Administration, Network Infrastructure, Scalability, Computer Networking, Firewall, Virtual Private Networks (VPN), Performance Tuning, Cloud Deployment, Wide Area Networks, Role-Based Access Control (RBAC), General Networking
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Distributed Computing, Scalability, Performance Tuning, C++ (Programming Language), System Programming, Computer Architecture, Cross Platform Development, Hardware Architecture, Application Development, Algorithms, C (Programming Language), Development Environment
初级 · 课程 · 1-4 周

您将获得的技能: Database Administration, Database Architecture and Administration, Database Management, Apache Airflow, Operational Databases, PostgreSQL, MySQL, Data Warehousing, Data Pipelines, Extract, Transform, Load, Database Design, SQL, Data Architecture, Performance Tuning, Disaster Recovery, Data Security, Data Import/Export, Data Transformation
高级设置 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Technical Management, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Debugging, Deep Learning, Machine Learning, Supervised Learning, Model Evaluation, Performance Tuning, Test Data
初级 · 课程 · 1-4 周

您将获得的技能: Vision Transformer (ViT), Prompt Engineering, PyTorch (Machine Learning Library), Model Deployment, Transfer Learning, Hugging Face, Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Cloud Deployment, Computer Vision, Generative AI, Image Analysis, Application Deployment, Generative Model Architectures, Embeddings, Data Preprocessing, Model Evaluation
中级 · 专项课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, Generative AI, LLM Application, Prompt Engineering, Embeddings, Natural Language Processing, Unstructured Data, Data Pipelines, User Interface (UI), Data Processing, SQL, Front-End Web Development
中级 · 课程 · 1-4 周