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。

DeepLearning.AI
您将获得的技能: Recurrent Neural Networks (RNNs), Deep Learning, Natural Language Processing, Tensorflow, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning, Machine Learning Methods, Model Evaluation
中级 · 课程 · 1-4 周

您将获得的技能: Threat Modeling, AI Security, DevSecOps, Security Testing, Continuous Monitoring, CI/CD, Threat Detection, Secure Coding, MITRE ATT&CK Framework, DevOps, System Monitoring, Application Security, Continuous Integration, MLOps (Machine Learning Operations), Scripting, Unit Testing, Test Case, Prompt Engineering, Integration Testing
中级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 微积分, 工程计算, 衍生产品, 数学理论与分析, 高等数学, 代数, 应用数学
混合 · 课程 · 1-4 周

Cisco Learning and Certifications
您将获得的技能: Session Initiation Protocols, System Configuration, Collaborative Software, Network Administration, Telecommunications, Communication Systems, Systems Integration, Scalability, System Implementation
初级 · 课程 · 1-3 个月
Duke University
您将获得的技能: 心理学, 生理学, 分子生物学, 病理学, 细胞生物学, 解剖学, 神经学
高级设置 · 课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: AI Product Strategy, Technical Management, Team Building, AI Enablement, Project Management, Data Ethics, Artificial Intelligence, Data Science, Artificial Neural Networks, Machine Learning, Discussion Facilitation, Deep Learning, Recruitment, Sales
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Marketing Automation, AI Personalization, Marketing Effectiveness, Marketing, Content Marketing, Marketing Strategies, MarTech, Advertising Campaigns, Agentic Workflows, AI Enablement, Marketing Analytics, Customer Relationship Management, Data-Driven Decision-Making, Social Media Management, Customer experience improvement
中级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: Kanban 原则, 用户体验设计, 软件质量(SQA/SQC), 敏捷项目管理, 软件设计, Scrum(软件开发), 计划发展, Agile 方法论, 设计思维, 软件工程, 软件设计模式, 软件架构, 敏捷软件开发, 应用安全, 软件开发方法, 软件开发生命周期, 用户故事, 流程制图, 面向对象设计, 软件质量保证
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 利益相关者的参与, 风险管理, 管理团队, 项目管理, 同行评审, IT 管理, 项目时间表, Kanban 原则, 专业网络, 项目管理协会(PMI)方法, Agile 方法论, 谈判, 利益相关者管理, 面试技巧, 沟通, 挣值管理, 敏捷软件开发, 项目管理生命周期, 资源管理, 项目风险管理
初级 · 专业证书 · 3-6 个月

Cisco Learning and Certifications
您将获得的技能: Network Protocols, Network Troubleshooting, Network Planning And Design, Network Routing, TCP/IP, Computer Networking, Dynamic Host Configuration Protocol (DHCP), Network Routers, Network Security, Local Area Networks, Network Switches, File Transfer Protocol (FTP)
初级 · 课程 · 1-3 个月
您将获得的技能: AI Security, Mobile Security, Model Deployment, Mobile Development, Continuous Monitoring, Application Security, Threat Modeling, Apple iOS, Security Requirements Analysis, System Monitoring, Encryption, Threat Management, Security Management, Information Privacy, Program Implementation
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: UI/UX Research, Prototyping, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, AI Personalization, User Experience Design, Usability, Figma (Design Software), User Research, Web Content Accessibility Guidelines, Data Storytelling, Interactive Design, Generative AI, Design Strategies, UI Components, User Experience, User Centered Design, Wireframing, Adobe XD, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 1-3 个月