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 Maintenance, Linux Administration, Operating System Administration, Database Software, Event Monitoring, Database Management Systems, Linux Commands, File I/O, Data Migration, Performance Testing, Data Storage Technologies, Scenario Testing, Memory Management, Data Storage, Software Installation
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 生成式人工智能, 模型优化, PyTorch(机器学习库), 生成模型架构, 大型语言建模, 及时工程, 微调, Prompt Engineering, 模型培训
中级 · 课程 · 1-4 周

Whizlabs
您将获得的技能: Supervised Learning, Unsupervised Learning, MLOps (Machine Learning Operations), Model Optimization, Applied Machine Learning, Machine Learning Methods, Model Evaluation, Model Training, Data Preprocessing, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Machine Learning Algorithms, Model Deployment, Microsoft Azure, Amazon Web Services, Cloud Solutions, Deep Learning, Data Processing
中级 · 课程 · 1-3 个月


您将获得的技能: Apache Spark, Performance Tuning, Data Persistence, Data Pipelines, Systems Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Supervised Learning, Model Optimization, Feature Engineering, Applied Machine Learning, Unsupervised Learning, Model Evaluation, Machine Learning Methods, Statistical Machine Learning, Machine Learning Algorithms, Predictive Modeling, Model Training, Data Preprocessing, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Data Transformation, Fine-tuning
高级设置 · 课程 · 1-3 个月

您将获得的技能: Performance Analysis, Performance Testing, Performance Measurement, Benchmarking, Data Modeling, Analysis, Data Processing, Extract, Transform, Load, Statistical Analysis
高级设置 · 课程 · 1-4 周

您将获得的技能: Oracle Databases, Performance Tuning, SQL, Query Languages, Database Management, Database Management Systems, Databases
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Model Optimization, MLOps (Machine Learning Operations), Application Performance Management, System Monitoring, Continuous Monitoring, AI Integrations, Performance Tuning, Anomaly Detection, Machine Learning, Dependency Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Real-Time Operating Systems, Embedded Software, Embedded Systems, Telecommunications, Digital Signal Processing, Communication Systems, Performance Tuning, Digital Communications, System Programming, Debugging, Network Performance Management, Fine-tuning, C (Programming Language), Real Time Data, Systems Design, Software Architecture
高级设置 · 课程 · 1-4 周

您将获得的技能: Stored Procedure, Microsoft SQL Servers, Database Development, Transact-SQL, Performance Tuning, Database Management, Query Languages, SQL, Microsoft Copilot, AI Integrations, Code Reusability, Continuous Monitoring
初级 · 课程 · 1-4 周

您将获得的技能: Fine-tuning, Model Evaluation, Context Engineering, LLM Application, Token Optimization, Large Language Modeling, Hugging Face, Transfer Learning, Model Optimization, Model Training, Context Management
初级 · 课程 · 1-3 个月