应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

Lund University
您将获得的技能: Interactive Learning, Environmental Issue, Systems Thinking, Sustainable Development, Critical Thinking, Sustainable Business, Corporate Sustainability, Research, Sustainability Standards, Cultural Responsiveness, Social Studies, Consumer Behaviour, Policy Analysis, Environmental Policy, Business Ethics, Case Studies, Economics
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Storytelling, Case Studies, Canva (Software), Planning, Information Architecture, Digital Design, Visual Design, Content Creation, Portfolio Management, Target Audience, Design Strategies, Layout Design, Goal Setting, User Experience Design, User Centered Design, Graphic and Visual Design
初级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: 创造性思维, 创新, 足智多谋, 好奇心, 激励技能, 解决问题, 适应, 创造力, 集思广益, 认知灵活性, 成长意识, 创造性地解决问题, 坚持不懈
混合 · 课程 · 1-4 周

您将获得的技能: Embedded Software, Application Security, Embedded Systems, Software Design, DevSecOps, Internet Of Things, Application Deployment, Systems Design, User Interface and User Experience (UI/UX) Design, System Design and Implementation, Cybersecurity, IT Security Architecture, Development Environment, Cyber Security Strategy, Design Strategies, Software Architecture, Functional Design, Functional Testing, Open Source Technology
初级 · 课程 · 3-6 个月

您将获得的技能: AI Workflows, OpenAI API, LLM Application, OpenAI, Model Context Protocol, Generative AI Agents, Agentic systems, Tool Calling, Prompt Engineering, ChatGPT, Artificial Intelligence, Application Programming Interface (API), User Interface (UI), Context Management, Large Language Modeling, Python Programming, Development Environment, Application Deployment, Debugging
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 电气工程, 物理学, 数学建模, 数值分析, Angular, 微积分, 工程分析, 模拟, 物理科学, 微分方程, 应用数学, 线性代数, 高等数学
攻读学位
中级 · 专项课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 新兴技术, 教育软件和技术, 数字通信, 数字教学法, 教学, 学习管理系统, 网页内容无障碍指南, 虚拟环境
混合 · 课程 · 1-3 个月

您将获得的技能: Project Risk Management, Dependency Analysis, Case Studies, Project Schedules, Scheduling, Risk Mitigation, Risk Analysis
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Project Management Software, Program Management, Responsible AI, AI Product Strategy, Planning, Engineering Management, Generative AI, Timelines, Engineering Software, Risk Analysis, Resource Management, Prompt Engineering, Analytics, Large Language Modeling, Stakeholder Communications, Machine Learning, Model Evaluation
中级 · 课程 · 1-4 周

Scrimba
您将获得的技能: Prompt Engineering, Responsive Web Design, Node.JS, Command-Line Interface, TypeScript, Unit Testing, SQL, HTML and CSS, Web Content Accessibility Guidelines, Typography, Cascading Style Sheets (CSS), Ajax, React.js, User Interface and User Experience (UI/UX) Design, Hypertext Markup Language (HTML), JavaScript Frameworks, JSON, Generative AI, Database Design, UI Components
初级 · 专项课程 · 3-6 个月

The Hong Kong University of Science and Technology
您将获得的技能: 数据操作, 模型评估, Pandas(Python 软件包), 数据导入/导出, 财务分析, 回归分析, 概率与统计, 财务数据, 金融交易, 统计推理, Python 程序设计, 风险分析, 金融建模, 统计分析, Jupyter, 数据可视化
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 微积分, 数据分析, 数学建模, 代数, R(软件), 应用数学, 制图, 普通数学
初级 · 课程 · 1-4 周