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。

Politecnico di Milano
您将获得的技能: Algorithm, 计算机编程, 硬件架构, 系统设计与实施, 亚马逊弹性计算云 Computing, 生物信息学, 云应用, 性能调整, 计算机结构, 云计算, 开发环境, 云计算架构
中级 · 课程 · 1-3 个月

您将获得的技能: Microarchitecture, Computer Architecture, Hardware Architecture, Simulations, Computer Hardware, Performance Tuning, Scalability, Data Storage
中级 · 课程 · 1-3 个月

您将获得的技能: MySQL, Business Intelligence, Role-Based Access Control (RBAC), SQL, Relational Databases, Data Presentation, Data Visualization Software, Database Management, Databases, Data Access, Query Languages, Data Transformation, Performance Tuning
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Distributed Computing, Scalability, Database Design, Database Systems, Database Architecture and Administration, Databases, Relational Databases, SQL, Query Languages, Performance Tuning, Data Integrity
中级 · 课程 · 1-4 周

Corporate Finance Institute
您将获得的技能: Star Schema, Data Modeling, Extract, Transform, Load, Performance Tuning, Tableau Software, Database Design, Data Warehousing, Data Transformation, Data Integration
高级设置 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Microsoft Azure, Natural Language Processing, Image Analysis, Generative AI, Artificial Intelligence, Cloud Solutions, AI Enablement, AI Security, Computer Vision, OpenAI, Text Mining, Model Deployment, Python Programming, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Apache Spark, Data Pipelines, MLOps (Machine Learning Operations), PySpark, IBM Cloud, Jupyter, Docker (Software), Machine Learning, Data Science, Python Programming, Scalability, Design Thinking
高级设置 · 课程 · 1-4 周

Scrimba
您将获得的技能: Object Oriented Programming (OOP), File I/O, Data Structures, Python Programming, Programming Principles, User Interface (UI), Computer Programming, Scripting, Software Engineering, Performance Tuning, Scripting Languages, Web Development, Computational Thinking, Debugging, Random Forest Algorithm, Software Development, Web Development Tools
初级 · 专项课程 · 1-4 周

您将获得的技能: Hardening, Performance Tuning, Unix Commands, Ubuntu, Debugging, Service Management, User Accounts, OS Process Management, Scripting, Cloud Deployment
初级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数据结构, Algorithm, 硬件架构, 分布式计算, 可扩展性, 事件驱动编程, 系统编程, 计算机图形学, 计划发展, 数字信号处理, 性能调整, C 和 C++, 图像分析
中级 · 课程 · 1-3 个月

您将获得的技能: Linux, Linux Administration, Linux Commands, Linux Servers, Shell Script, Unix, Unix Shell, Systems Administration, Unix Commands, Command-Line Interface, Patch Management, Scripting Languages, Package and Software Management, Virtualization and Virtual Machines, File Systems, File Management, Data Storage, Security Controls, User Accounts, Authorization (Computing)
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Generative Adversarial Networks (GANs), AI Security, Generative AI, Fraud detection, Model Evaluation, Feature Engineering, Cybersecurity, Cyber Security Strategy, Data Preprocessing, Anomaly Detection, Security Testing, Applied Machine Learning, Reinforcement Learning, Performance Tuning
中级 · 课程 · 1-3 个月