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: Responsible AI, Generative AI, Generative Model Architectures, LLM Application, Prompt Engineering, ChatGPT, AI Enablement, AI Security, Cloud Development, AI Workflows, Data Ethics, Real Time Data, Large Language Modeling, Model Deployment, Cloud Computing Architecture, Artificial Intelligence, MLOps (Machine Learning Operations), Deep Learning, Scalability, System Monitoring
初级 · 课程 · 1-3 个月

École Polytechnique Fédérale de Lausanne
您将获得的技能: Scala 编程, 数据操作, 热图, 软件设计, 交互式数据可视化, 面向对象编程(OOP), 用户界面(UI), 编程原则, 功能设计, 大数据, Apache Spark, 数据处理, 分布式计算, 数据结构, 计算机编程, 可视化(计算机制图), 软件设计模式, 实时数据, 地理空间信息与技术, 性能调整
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Star Schema, Data Warehousing, Database Design, Analytics, Data Mart, Data Modeling, Business Intelligence, Data Integrity, Data Transformation, Performance Tuning, Data Quality, Performance Analysis
中级 · 课程 · 1-4 周
您将获得的技能: Performance Tuning, Java, Enterprise Application Management, Computational Thinking, Algorithms, Data Structures, Scalability, Programming Principles, Debugging, Management Consulting, Mitigation, Project Implementation
高级设置 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 数据科学, 数据基础设施, 数据分析, 可扩展性, 大数据, 数据存储, Apache Hadoop, 分布式计算, Python 程序设计, 性能调整, Apache Spark, PySpark, 数据处理
混合 · 课程 · 1-3 个月

Microsoft
您将获得的技能: ASP.NET, Data Migration, Configuration Management, Data Validation, Database Application, Middleware, Debugging, Back-End Web Development, Database Management, Data Modeling, Restful API, Maintainability, Dependency Analysis, Performance Tuning, Software Design Patterns
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Generative AI, Retrieval-Augmented Generation, AI Workflows, Generative Model Architectures, Software Architecture, Enterprise Architecture, CI/CD, Model Evaluation, Software Development, Unit Testing, Python Programming
中级 · 课程 · 1-4 周

University of Alberta
您将获得的技能: 概率分布, 模型评估, 机器学习, 人工智能和机器学习(AI/ML), 模拟, 强化学习, 人工智能, 监督学习, 深度学习, 线性代数, 抽样(统计), 功能工程, 性能测试, 马尔可夫模型, 机器学习算法, 伪代码, 人工神经网络, Algorithm, 性能调整
中级 · 专项课程 · 3-6 个月

您将获得的技能: Feature Engineering, Model Evaluation, Applied Machine Learning, Advanced Analytics, Analytics, Statistical Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Machine Learning Algorithms, Workflow Management, Data Ethics, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Decision Tree Learning, Verification And Validation, Python Programming, Classification Algorithms, Performance Tuning
高级设置 · 课程 · 1-3 个月

您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), Multi-Tenant Cloud Environments, Data Pipelines, Workflow Management, Business Workflow Analysis, Cloud Deployment, Continuous Deployment, CI/CD, Devops Tools, DevOps, Configuration Management, Python Programming, Scalability, Performance Tuning, System Monitoring
中级 · 课程 · 3-6 个月

您将获得的技能: Unreal Engine, 3D Assets, Augmented and Virtual Reality (AR/VR), Virtual Environment, Game Design, Video Game Development, Computer Graphics, 3D Modeling, Animation and Game Design, User Interface (UI), Architectural Design, Visualization (Computer Graphics), Building Design, Performance Tuning
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Scalability, CI/CD, Continuous Deployment, Application Deployment, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Process Optimization, Verification And Validation, Automation, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making
高级设置 · 课程 · 1-4 周