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。
DeepLearning.AI
您将获得的技能: 生成式人工智能, 模型评估, 嵌入, 迁移学习, 深度学习, 张力流, 计算机视觉, 时间序列分析和预测, 分类算法, 机器学习, 自然语言处理, 预测, 人工神经网络, 应用机器学习, 递归神经网络 (RNN), Keras(神经网络库), 卷积神经网络, 图像分析, 微调, Model Evaluation, 模型培训, Transfer Learning
中级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: 模型优化, 负责任的人工智能, 数据伦理, 监督学习, 模型评估, 随机森林算法, 迁移学习, 回归分析, 张力流, 深度学习, 机器学习, 应用机器学习, 逻辑回归, 人工神经网络, 分类算法, 决策树学习, 模型培训, Model Evaluation, 机器学习算法, Transfer Learning
初级 · 课程 · 1-4 周

您将获得的技能: Salesforce Object Query Language (SOQL), Salesforce, Web Services, Test Script Development, Memory Management, Unit Testing, Development Testing, Debugging, Code Reusability, Simple Object Access Protocol (SOAP), Object Oriented Programming (OOP), Data Management, Performance Tuning, Relationship Management
中级 · 课程 · 3-6 个月

您将获得的技能: Unity Engine, Animation and Game Design, Game Design, Animations, Video Game Development, UI Components, User Interface (UI), C# (Programming Language), Code Reusability, Event-Driven Programming, User Interface (UI) Design, Software Design Patterns, C and C++, Object Oriented Programming (OOP), Performance Tuning, Scripting, Asset Management
初级 · 课程 · 1-3 个月

您将获得的技能: Star Schema, Snowflake Schema, Data Warehousing, Data Modeling, Database Design, Data Architecture, Performance Tuning, Model Optimization, Business Analytics, Performance Measurement, Performance Metric, Business Metrics, Descriptive Analytics, Business Reporting
高级设置 · 课程 · 1-4 周

Coursera
您将获得的技能: GIS Software, Geospatial Mapping, Geographic Information Systems, Spatial Data Analysis, Spatial Analysis, Geospatial Information and Technology, Database Systems, SQL, PostgreSQL, Data Validation, Query Languages, Data Integration, Data Mapping, Scripting, Performance Tuning
初级 · 课程 · 1-3 个月

您将获得的技能: Performance Testing, Performance Tuning, Performance Stress Testing, Model Optimization, Algorithms, Performance Analysis, Performance Metric, Memory Management, Theoretical Computer Science
中级 · 课程 · 1-4 周

您将获得的技能: Reinforcement Learning, Deep Learning, Model Optimization, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Machine Learning, Model Training, Applied Machine Learning, Natural Language Processing, Performance Tuning
高级设置 · 课程 · 1-3 个月

您将获得的技能: System Monitoring, Event Monitoring, Performance Tuning, Incident Response, Continuous Monitoring, Query Languages, Incident Management, Root Cause Analysis, Technical Documentation, Data Analysis, Data Storage
中级 · 课程 · 1-4 周

您将获得的技能: Amazon Redshift, Query Languages, Identity and Access Management, Google Cloud Platform, SQL, Data Warehousing, Database Management, Role-Based Access Control (RBAC), Data Mapping, Data Import/Export, Data Access, Database Design, Data Architecture, Database Architecture and Administration, Data Modeling, Data Security, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Graph Theory, Data Structures, Algorithms, Computer Programming, Computational Thinking, Theoretical Computer Science, Python Programming, Performance Tuning
中级 · 课程 · 1-3 个月

SkillsBooster Academy
您将获得的技能: Retrieval-Augmented Generation, Embeddings, Generative AI, AI literacy, LLM Application, Large Language Modeling, AI Enablement, AI Integrations, AI Workflows, Performance Tuning, Data Architecture, Data Integrity, Data Collection, Document Control, Data Infrastructure, Document Management, Data Preprocessing, Data Transformation, Data Structures, Data Management
中级 · 课程 · 1-4 周