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: Feature Engineering, Model Deployment, Data Preprocessing, Model Evaluation, Data Transformation, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Exploratory Data Analysis, Automation, Machine Learning Methods, Machine Learning, Scikit Learn (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Data Science, IBM Cloud, Python Programming, Performance Tuning
中级 · 课程 · 1-4 周

Peking University
您将获得的技能: Data Structures, Algorithms, Computer Programming, Database Systems, Data Storage, Performance Tuning
混合 · 课程 · 1-3 个月

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

Duke University
您将获得的技能: Docker (软件), 云部署, 模型评估, 拥抱的脸, 机器学习软件, MLOps(机器学习 Operator), 模型部署, 集装箱化, GitHub, 微软 Azure, 云计算, 迁移学习, Devops, CI/CD
高级设置 · 课程 · 1-4 周

Arm
您将获得的技能: C(编程语言), 嵌入式软件, 嵌入式系统, 应用程序开发, 系统编程, 软件开发, 调试, C++(编程语言), 性能调整, 计算机结构, 软件开发工具, 应用安全
中级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Email Automation, Marketing Automation, OpenAI API, Business Process Automation, AI Workflows, ChatGPT, Automation, Performance Tuning, Workflow Management, Generative AI, Scalability, Process Optimization, Operational Efficiency, Real Time Data, Social Media Content, Application Programming Interface (API), Content Creation
初级 · 课程 · 1-4 周

The Chinese University of Hong Kong
您将获得的技能: Operations Research, Computational Logic, Combinatorics, Algorithms, Applied Mathematics, Mathematical Modeling, Mathematical Software, Computational Thinking, Programming Principles, Theoretical Computer Science, Performance Tuning, Linear Algebra
中级 · 课程 · 1-4 周

LearnKartS
您将获得的技能: Cloud Deployment, Cloud Services, Google Cloud Platform, Cloud Computing Architecture, Cloud Infrastructure, Cloud Computing, Cloud Security, Performance Tuning, Public Cloud, Infrastructure As A Service (IaaS), Cloud Management, Cloud Storage, Identity and Access Management, Disaster Recovery, Data Security, DevOps
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Responsible AI, Tensorflow, Exploratory Data Analysis, Data Quality, Machine Learning, Data Preprocessing, Applied Machine Learning, Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Data Cleansing, Supervised Learning, Data Strategy, Logistic Regression, Dataflow, Model Evaluation, Performance Tuning
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 数据库系统, 可扩展性, 分布式计算, 数据架构, 微服务, 大数据, 模型评估, 性能调整, 软件工程, 数据存储, 软件架构, 性能测试, 预测建模
攻读学位
高级设置 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Machine Learning 方法, 自然语言处理, 递归神经网络 (RNN), 深度学习, 性能调整, 人工神经网络
高级设置 · 课程 · 1-4 周

您将获得的技能: React.js, Routing Protocols, UI Components, JavaScript Frameworks, Frontend Performance, Front-End Web Development, Performance Tuning, Web Content Accessibility Guidelines, Cascading Style Sheets (CSS), Event-Driven Programming, User Experience Design, User Interface (UI), Jest (JavaScript Testing Framework), Web Development Tools, Interaction Design, Debugging, Javascript, Application Performance Management, Web Frameworks, Data Management
中级 · 专项课程 · 3-6 个月