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。

IE Business School
您将获得的技能: 集思广益, 创造性思维, 批判性思维和解决问题, 建筑设计, 好奇心, 文化响应, 设计思维, 团队合作, 设计元素和原则, 叙事, 设计策略, 创意设计, 创造性地解决问题, 协作, 同理心, 设计师
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据清理, 数据分析, 数据预处理, 统计分析, 数据操作, 探索性数据分析, 自然语言处理, 数据叙事, 分析技能, 模型评估, 机器学习, 数据科学, 预测建模, R 语言程序设计(中文版), 数据收集, 数据展示
混合 · 课程 · 1-3 个月

University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Project Closure, Machine Learning Algorithms, Business Strategy, Risk Management, Social Determinants Of Health, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Supply And Demand, Statistical Inference
提供的学分
研究生证书 · 6-12 个月

University of London
您将获得的技能: 协调, 案例研究, 政治科学, 公共安全与国家安全, 人类服务, 国际关系, 可持续发展, 社会正义, 世界历史, 社会学, 管理, 公共政策, 政策分析, 危机干预, 外交
初级 · 课程 · 1-3 个月
您将获得的技能: Responsible AI, Data Ethics, Data Storytelling, Presentations, Technical Communication, Artificial Intelligence, Stakeholder Communications, Ethical Standards And Conduct, Case Studies, Accountability, Risk Mitigation, Governance, Design, Stakeholder Analysis, Risk Management, Project Documentation
中级 · 课程 · 1-4 周

您将获得的技能: Performance Testing, Vector Databases, Performance Tuning, Query Languages, SQL, Application Performance Management, Benchmarking, System Monitoring, Secure Coding
中级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Responsible AI, AI Security, Data Ethics, Governance, Data Governance, Law, Regulation, and Compliance, Ethical Standards And Conduct, Compliance Training, Artificial Intelligence, Business Ethics, Compliance Management, Accountability, Regulatory Requirements, Governance Risk Management and Compliance, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Stakeholder Engagement
初级 · 课程 · 1-3 个月

您将获得的技能: Photo Editing, Adobe Illustrator, Color Theory, Adobe Express, Adobe Photoshop, Responsible AI, Typography, Generative AI, Graphic and Visual Design, Graphic Design, Graphics Software, Graphic and Visual Design Software, Photography, Design, Adobe Creative Cloud, Design Elements And Principles, Digital Design, File Management, Branding, Storytelling
初级 · 专项课程 · 1-3 个月


您将获得的技能: Microsoft Azure, Mobile Development Tools, System Implementation, System Configuration, Application Programming Interface (API), Data Integration, Simulations
中级 · 课程 · 1-3 个月

您将获得的技能: PyTorch(机器学习库), 拥抱的脸, 检索-增强生成, 自然语言处理, 生成式人工智能, 嵌入, LLM 申请, 大型语言模型, Prompt Engineering
中级 · 课程 · 1-4 周

Nanjing University
您将获得的技能: Child Development, Psychology, Human Development, Social Sciences, Sociology, Human Learning, Personal Development, Self-Awareness, Cultural Diversity, Emotional Intelligence, Motivational Skills, Social Skills, Behavior Management, Stress Management
混合 · 课程 · 1-3 个月