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: Apache Airflow, Data Warehousing, Data Flow Diagrams (DFDs), Data Lakes, Data Pipelines, Diagram Design, Data Integration, Performance Tuning, Data Governance, Cloud Deployment, Data Management, Data Modeling, Data Mapping, Dataflow, Extract, Transform, Load, Trend Analysis, Service Level Agreement, SQL, Apache Kafka, Python Programming
中级 · 专项课程 · 3-6 个月

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

您将获得的技能: Operational Databases, Database Administration, Database Architecture and Administration, Relational Databases, Database Design, Database Management, PostgreSQL, Data Migration, Google Cloud Platform, Disaster Recovery, System Monitoring, Data Access, Performance Tuning, Cloud Deployment, Capacity Management, Scalability
中级 · 课程 · 1-4 周

您将获得的技能: Unity Engine, Animation and Game Design, Game Design, Animations, Video Game Development, UI Components, User Interface (UI), C# (Programming Language), Code Reusability, Event-Driven Programming, User Interface (UI) Design, Software Design Patterns, C and C++, Object Oriented Programming (OOP), Performance Tuning, Scripting, Asset Management
初级 · 课程 · 1-3 个月

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

您将获得的技能: Reinforcement Learning, Deep Learning, Model Optimization, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Machine Learning, Model Training, Applied Machine Learning, Natural Language Processing, Performance Tuning
高级设置 · 课程 · 1-3 个月

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: Graph Theory, Data Structures, Algorithms, Computational Thinking, Programming Principles, Computer Programming, C++ (Programming Language), Theoretical Computer Science, Software Engineering, Geometry, Performance Tuning, Computational Logic, Solution Design
中级 · 专项课程 · 3-6 个月

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: 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: Model Optimization, Image Analysis, Transfer Learning, Fine-tuning, Multimodal Prompts, Model Evaluation, Technical Documentation, Data Preprocessing, Debugging, Computer Vision, PyTorch (Machine Learning Library), Feature Engineering, Tensorflow, Model Training, Embeddings, Systems Design, Ethical Standards And Conduct, Large Language Modeling, Root Cause Analysis, Deep Learning
中级 · 专项课程 · 3-6 个月