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: Data Validation, Data Quality, Data Integrity, Debugging, Data Pipelines, Test Automation, Root Cause Analysis, YAML, Generative AI, Test Tools, Anomaly Detection, AI Integrations, CI/CD, Python Programming, Reliability, Performance Tuning, Memory Management
初级 · 课程 · 1-3 个月

您将获得的技能: Star Schema, Snowflake Schema, Data Warehousing, Data Modeling, Database Design, Data Architecture, Performance Tuning, Model Optimization, Business Analytics, Performance Measurement, Performance Metric, Business Metrics, Descriptive Analytics, Business Reporting
高级设置 · 课程 · 1-4 周

您将获得的技能: Amazon Redshift, Query Languages, Identity and Access Management, Google Cloud Platform, SQL, Data Warehousing, Database Management, Role-Based Access Control (RBAC), Data Mapping, Data Import/Export, Data Access, Database Design, Data Architecture, Database Architecture and Administration, Data Modeling, Data Security, Performance Tuning
中级 · 课程 · 1-3 个月

SkillsBooster Academy
您将获得的技能: Retrieval-Augmented Generation, Embeddings, Generative AI, AI literacy, LLM Application, Large Language Modeling, AI Enablement, AI Integrations, AI Workflows, Performance Tuning, Data Architecture, Data Integrity, Data Collection, Document Control, Data Infrastructure, Document Management, Data Preprocessing, Data Transformation, Data Structures, Data Management
中级 · 课程 · 1-4 周

您将获得的技能: Graph Theory, Data Structures, Algorithms, Computer Programming, Computational Thinking, Theoretical Computer Science, Python Programming, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: NoSQL, Data Migration, Operational Databases, Database Design, Database Architecture and Administration, Database Management, Data Store, Google Cloud Platform, Data Access, Performance Tuning, Scalability, Serverless Computing, Cloud Security, IT Automation, Capacity Management, Disaster Recovery, Security Controls, Data Security
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Model Deployment, Google Cloud Platform, Cloud Infrastructure, Data Infrastructure, Cloud Storage, Data Management, Data Storage, Kubernetes, Model Training, Cloud Computing Architecture, Data Storage Technologies, Data Architecture, Data Pipelines, Performance Tuning, Scalability
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Virtual Networking, Google Cloud Platform, Cloud Infrastructure, Data Migration, Data Import/Export, AI Workflows, Network Architecture, Network Planning And Design, Network Infrastructure, General Networking, Identity and Access Management, Cloud-Based Integration, Network Performance Management, Network Administration, Hybrid Cloud Computing, Network Protocols, Network Security, Generative AI, Performance Tuning, Distributed Computing
中级 · 课程 · 1-3 个月

您将获得的技能: Retrieval-Augmented Generation, Vector Databases, Data Migration, Performance Tuning, Agentic systems, Generative AI, Generative Model Architectures, Model Deployment, AI Security, Containerization, Large Language Modeling, Embeddings, Role-Based Access Control (RBAC), System Monitoring
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: 模型评估, 迁移学习, 深度学习, 计算机视觉, 分类算法, 图像质量, 网络架构, 卷积神经网络, 机器学习方法, 微调, Model Evaluation, 模型培训, Transfer Learning
中级 · 课程 · 1-3 个月

您将获得的技能: Salesforce Object Query Language (SOQL), Salesforce, Web Services, Test Script Development, Memory Management, Unit Testing, Development Testing, Debugging, Code Reusability, Simple Object Access Protocol (SOAP), Object Oriented Programming (OOP), Data Management, Performance Tuning, Relationship Management
中级 · 课程 · 3-6 个月

您将获得的技能: Amazon DynamoDB, Amazon Web Services, Database Management Systems, Database Administration, Database Management, Relational Databases, Database Architecture and Administration, Capacity Management, Transaction Processing, Database Design, Data Analysis Expressions (DAX), Data Modeling, Distributed Computing, Data Storage Technologies, Data Access, Scalability, Performance Tuning
初级 · 课程 · 3-6 个月