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。

Google Cloud
您将获得的技能: Google Cloud Platform, Model Deployment, Cloud Infrastructure, Cloud Storage, Data Management, Data Processing, Data Infrastructure, Model Training, Data Storage, Cloud Deployment, Cloud Solutions, Data Storage Technologies, MLOps (Machine Learning Operations), Applied Machine Learning, Performance Tuning, File Systems
中级 · 课程 · 1-3 个月

您将获得的技能: C and C++, C++ (Programming Language), Development Environment, Performance Tuning, Test Tools, System Programming, Docker (Software), Computer Architecture, Containerization, Development Testing, Programming Principles, Software Development Tools, Hardware Architecture, Algorithms, Computer Programming, Python Programming, Debugging, Memory Management, Software-Defined Networking, Scripting
中级 · 课程 · 1-3 个月

您将获得的技能: Cloud Security, Apache Spark, Transaction Processing, Cloud Infrastructure, Data Lakes, PySpark, Data Security, Security Controls, Performance Tuning, Cloud Computing, Cloud Computing Architecture, Cloud Storage, Data Storage Technologies, Data Storage, Cloud Deployment, Data Warehousing, Data Management, Infrastructure Architecture, Data Integrity, Infrastructure as Code (IaC)
初级 · 课程 · 1-3 个月

您将获得的技能: Data Warehousing, Star Schema, Data Modeling, Database Design, Extract, Transform, Load, Database Development, Data Integration, Data Infrastructure, Database Architecture and Administration, Database Software, Relational Databases, Database Management, Business Intelligence, Database Theory, Performance Tuning, PostgreSQL, SQL
初级 · 课程 · 1-3 个月

Packt
您将获得的技能: Angular, Jest (JavaScript Testing Framework), Unit Testing, Test Script Development, Test Case, JavaScript Frameworks, Web Development Tools, TypeScript, Front-End Web Development, Frontend Performance, Performance Tuning, Full-Stack Web Development, Scalability, Enterprise Application Management, Web Development, Application Deployment, Software Design Patterns, Maintainability, Data Validation, Back-End Web Development
中级 · 课程 · 1-3 个月

您将获得的技能: System Monitoring, Data Quality, Performance Tuning, Apache Spark, Data Validation, Data Pipelines, Query Languages, Debugging, Data Transformation, Anomaly Detection, PySpark, Performance Analysis, Extract, Transform, Load, Failure Analysis, SQL, Data Architecture, Data Processing, Benchmarking, Root Cause Analysis, Distributed Computing
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Prometheus (Software), Kubernetes, Grafana, Scalability, Capacity Management, System Monitoring, Cloud-Native Computing, Performance Tuning, Memory Management, Dashboard Creation, Query Languages, Distributed Computing, Continuous Monitoring
中级 · 课程 · 1-4 周

您将获得的技能: Data Structures, Graph Theory, Algorithms, Game Theory, Java, Java Programming, Programming Principles, Performance Tuning, Computational Thinking, Theoretical Computer Science, Computer Programming, Problem Solving, Solution Design, Applied Mathematics, Geometry
中级 · 专项课程 · 3-6 个月

您将获得的技能: PostgreSQL, Data Maintenance, Performance Tuning, Database Architecture and Administration, Data Migration, Relational Databases, Data Management, Data Persistence, SQL, Data Integrity, Database Management, Disaster Recovery, Transaction Processing, System Monitoring
高级设置 · 课程 · 1-3 个月

您将获得的技能: Data Modeling, Data Analysis Expressions (DAX), Power BI, Power Platform Architecture & Technical Design, Performance Improvement, Performance Tuning, Data Architecture, Performance Measurement, Dashboard Creation, Dashboard, Performance Analysis, Scalability, Model Optimization, Microsoft SQL Servers, Microsoft Azure, Performance Metric, Business Intelligence, Data Transformation, Performance Management, Data Storage
中级 · 课程 · 3-6 个月

您将获得的技能: Classification And Regression Tree (CART), Decision Tree Learning, Large Language Modeling, Retrieval-Augmented Generation, LLM Application, Data Analysis, Applied Machine Learning, Keras (Neural Network Library), Machine Learning Methods, Model Evaluation, Model Training, Fine-tuning, Model Deployment, Generative AI, Text Mining, Prompt Engineering, Deep Learning, Random Forest Algorithm, Machine Learning, MLOps (Machine Learning Operations)
中级 · 课程 · 3-6 个月

Coursera
您将获得的技能: Spatial Data Analysis, GIS Software, Geographic Information Systems, Spatial Analysis, Query Languages, SQL, Geospatial Information and Technology, PostgreSQL, Database Development, Performance Tuning
初级 · 课程 · 1-4 周