无监督学习课程可以帮助您学习 Clustering 技术、Dimensionality Reduction 和 Anomaly Detection。您可以掌握数据预处理、Feature Extraction 和解释复杂数据集的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具,这些工具支持在项目中实施这些方法。您还将探索客户细分、图像处理和推荐系统等领域的实际应用,提高从无标签数据中获得洞察力的能力。

您将获得的技能: AI Workflows, Agentic systems, AI Orchestration, AI Enablement, Advanced Analytics, Data Processing, Enterprise Architecture, Automation, Data Transformation, Artificial Intelligence, Continuous Improvement Process, Data Quality, Application Deployment, Scalability, Performance Tuning, Business Metrics, Software Design Patterns
中级 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Artificial Intelligence, Logical Reasoning, Deductive Reasoning, Simulations, Computer Vision, Programming Principles, Computer Science, Algorithms, Machine Learning, Game Theory
初级 · 课程 · 1-3 个月
您将获得的技能: Data Preprocessing, Data Pipelines, Java, Data Processing, Feature Engineering, Data Cleansing, Data Quality, Data Transformation, Data Validation, Data Access, Continuous Monitoring, Unit Testing, Object Oriented Programming (OOP)
中级 · 课程 · 1-4 周

您将获得的技能: Wide Area Networks, Data Centers, Virtual Machines, Network Administration, Virtualization, Network Architecture, Wireless Networks, Virtual Private Networks (VPN), Computer Networking, Network Monitoring, Network Troubleshooting, Software-Defined Networking, Intrusion Detection and Prevention, Network Security, Cloud Computing, Distributed Denial-Of-Service (DDoS) Attacks, Key Management, Internet Of Things, Disaster Recovery
高级设置 · 课程 · 1-3 个月

您将获得的技能: Browser Compatibility, Web Applications, Node.JS, Javascript, Network Troubleshooting, Web Services, Front-End Web Development, Debugging, Real Time Data, Web Servers, Application Programming Interface (API), Telecommunications, Servers, Network Protocols
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Excel Macros, Prompt Engineering, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Microsoft Copilot, Dashboard, Forecasting, Data Presentation, Data Storytelling, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Data Preprocessing, Data Quality, Statistical Analysis, Data Transformation, Data Analysis
初级 · 专业证书 · 3-6 个月
Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, Agentic Workflows, Prompt Patterns, Generative AI, AI Enablement, AI Orchestration, AI Product Strategy, Workflow Management, Prompt Engineering Tools, Multimodal Prompts, OpenAI, Agentic systems, AI Personalization, Strategic Decision-Making, Thought Leadership, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Business Strategy
初级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 计算机编程, 密码学, Java, Encryption, 数据结构, 面向对象编程(OOP), 软件工程, 网络服务器, Algorithm, 文件输入/输出, Java 编程
初级 · 课程 · 1-3 个月

您将获得的技能: Internet Of Things, Network Protocols, Cloud Computing Architecture, Amazon Web Services, Cloud Deployment, Embedded Systems, TCP/IP, IT Automation, Python Programming, Authentications, Encryption, Real Time Data
初级 · 课程 · 1-3 个月

Duke University
您将获得的技能: Storytelling, Trustworthiness, Personal Integrity, Compassion, Ethical Standards And Conduct, Optimism, Aesthetics, Positivity, Growth Mindedness, Resilience, Art History, Liberal Arts, Performing Arts, Teaching, Community Development, Creativity, Self-Awareness, Discussion Facilitation, Music, Leadership
初级 · 专项课程 · 3-6 个月

Case Western Reserve University
您将获得的技能: 管理团队, 培训, 领导力培养, 建立关系, 业务领导, 同情心, 组织变革, 情绪商数, 人才发展, 压力管理, 变革管理, 组织领导力, 个人发展, 同理心, 积极性, 自我意识, 正念
初级 · 课程 · 1-3 个月

Emory University
您将获得的技能: 心理学, 运动科学, 行为健康, 生物学, 精神集中, 生理学, 心理健康, 压力管理, 营养与饮食, 解剖学, 神经学, 认知灵活性, 预防保健, 正念, 终身学习
初级 · 课程 · 1-4 周