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: Database Administration, Database Architecture and Administration, Database Management, Apache Airflow, Operational Databases, PostgreSQL, MySQL, Data Warehousing, Data Pipelines, Extract, Transform, Load, Database Design, SQL, Data Architecture, Performance Tuning, Disaster Recovery, Data Security, Data Import/Export, Data Transformation
高级设置 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Model Evaluation, Hugging Face, Generative AI, Dimensionality Reduction, Natural Language Processing, OpenAI API, Data Preprocessing, Embeddings, Classification Algorithms, Large Language Modeling, OpenAI, Text Mining, Applied Machine Learning, LLM Application, Statistical Machine Learning, Data Processing, Multilingualism
中级 · 专项课程 · 3-6 个月
Alberta Machine Intelligence Institute
您将获得的技能: Prompt Engineering, Large Language Modeling, Responsible AI, Generative AI, LLM Application, Data Ethics, AI Workflows, Business Ethics, ChatGPT, AI Enablement, AI Product Strategy, Case Studies, Regulatory Requirements, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Computer Vision, Natural Language Processing, Reinforcement Learning, Data Processing, Data Science
初级 · 专项课程 · 1-3 个月
CertNexus
您将获得的技能: 数据叙事, 机器学习, 数据展示, 模型部署, 自动化, 沟通, 利益相关者的参与, 数据可视化, 项目关闭, 网络应用, MLOps(机器学习 Operator), 数据驱动的决策制定, 利益攸关方沟通, 数据科学
中级 · 课程 · 1-4 周
Starweaver
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI Agents, Enterprise Application Management, AI Workflows, ChatGPT, Generative AI, Development Environment, LLM Application, Large Language Modeling, Systems Architecture, Model Evaluation, Program Evaluation, Process Optimization, Performance Tuning, Scalability, Debugging
中级 · 课程 · 1-4 周

Edureka
您将获得的技能: Cloud-Native Computing, Grafana, Web Services, Web Applications, Software Architecture, Development Environment, Object Oriented Design, CI/CD, Programming Principles, Computer Programming, Program Development, Network Security, Other Programming Languages, Software Development Tools, Data Structures, Data Sharing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Oracle Databases, Performance Tuning, Database Architecture and Administration, Virtual Machines, Software Installation, Database Management, Data Storage, System Configuration, Network Administration, Disaster Recovery, Distributed Computing
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Linux, Virtual Machine, 应用程序部署, 微软 Azure, Node.JS, 云计算开发, 云部署, 网络应用, 全栈式网络开发, 虚拟化和 Virtual Machine, MongoDB
中级 · 课程 · 1-3 个月

您将获得的技能: Shell Script, User Accounts, Linux Administration, Linux, Unix Shell, Linux Commands, Unix, Operating System Administration, File Systems, Performance Tuning, Systems Administration, Scripting, File Management, Data Storage, Authorization (Computing), Command-Line Interface, Operating Systems, System Monitoring
中级 · 课程 · 1-4 周

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