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。

International Institute of Information Technology, Hyderabad
您将获得的技能: Microarchitecture, Computer Architecture, Hardware Architecture, Systems Architecture, Computer Systems, Computer Hardware, Performance Tuning
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Hugging Face, LLM Application, Generative AI, Model Deployment, Cloud Deployment, Natural Language Processing, Large Language Modeling, Applied Machine Learning, User Interface (UI), API Design, Computer Vision
初级 · 项目 · 不超过 2 小时

您将获得的技能: Prompt Engineering, Gemini, Model Deployment, Generative AI, Google Gemini, Generative AI Agents, LLM Application, AI Workflows, Tool Calling, Multimodal Prompts, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Google Cloud Platform, Artificial Intelligence, AI Personalization, Performance Tuning, Python Programming, Software Development Tools, Cloud Platforms
初级 · 课程 · 1-3 个月

Pearson
您将获得的技能: Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Image Analysis, Model Evaluation, Autoencoders, Hugging Face, Computer Vision, Convolutional Neural Networks, Artificial Neural Networks, LLM Application, Natural Language Processing, Deep Learning, Embeddings, Tensorflow, Transfer Learning, Performance Tuning
中级 · 专项课程 · 1-4 周

Skillshare
您将获得的技能: Adobe After Effects, Motion Graphics, Animations, Video Editing, Post-Production, Musical Composition, Video Production, Timelines, Typography, Media Production, Scripting, Performance Tuning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Collaborative Software, Large Language Modeling, Data Preprocessing, Data Validation, Data Cleansing, Natural Language Processing, Verification And Validation, Transfer Learning, Data Quality, AI Workflows, Model Deployment
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Federated Learning, Transfer Learning, AI Security, Large Language Modeling, PyTorch (Machine Learning Library), Information Privacy, Distributed Computing, Machine Learning
初级 · 项目 · 不超过 2 小时

您将获得的技能: Object Oriented Programming (OOP), Javascript, Software Design Patterns, Data Management, Data Structures, Prototyping, Web Development, Performance Tuning
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 数据安全, 云计算管理, 关系数据库, 云安全, 威胁检测, 云应用, 数据库应用, Network Security, Azure 活动目录, 微软 Azure, 授权(计算), 云计算开发, 关键管理, 应用安全, 网络应用, Microsoft SQL 服务器, Encryption, 防火墙, 基于角色的访问控制(RBAC), Authentication
中级 · 课程 · 1-3 个月

您将获得的技能: Azure Synapse Analytics, Data Security, Databricks, Data Quality, Microsoft Azure, Data Storage Technologies, Data Storage, Data Transformation, Database Management, Data Processing, Data Cleansing, Data Lakes, Query Languages, Performance Tuning, Data Integration, Data Pipelines, Apache Spark, Encryption, Data Analysis, Real Time Data
中级 · 课程 · 1-4 周

您将获得的技能: Embedded Systems, Tensorflow, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning Algorithms, Convolutional Neural Networks, Computer Vision, Deep Learning, Image Analysis, Machine Learning, Model Deployment, Model Evaluation, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Linux, Linux Administration, Operating System Administration, File Systems, User Accounts, Data Storage, Systems Administration, File Management, Performance Tuning, Data Storage Technologies, System Configuration, Security Controls
中级 · 课程 · 1-4 周