Cluster Analysis(聚类分析)课程可以帮助您学习数据分割、模式识别和数据集内自然分组的识别。您可以培养评估聚类方法、解释结果以及将统计技术应用于实际问题的技能。许多课程都会介绍 R、Python 等工具和用于数据可视化的专项软件,这些工具支持实施聚类算法和分析复杂的数据结构。

University of California, Davis
您将获得的技能: Self-Awareness, Personal Attributes, Personal Development, Research, Student-Centred Learning, Lifelong Learning, Goal Setting, Decision Making
初级 · 课程 · 1-4 周

Deep Teaching Solutions
您将获得的技能: Productivity, Lifelong Learning, Learning Strategies, Time Management, Willingness To Learn, Mental Concentration, Problem Solving, Overcoming Obstacles, Creative Thinking, Persistence, Cognitive flexibility, Stress Management, Planning
初级 · 课程 · 1-3 个月
Stanford University
您将获得的技能: 贝叶斯网络, 概率分布, 图论, 决策支持系统, 自然语言处理, 马尔可夫模型, 统计建模, 概率与统计, 网络分析, 网络模型
高级设置 · 课程 · 1-3 个月

您将获得的技能: Lightweight Directory Access Protocols, Splunk, System Monitoring, Role-Based Access Control (RBAC), Authentications, Data Storage, Data Management, Enterprise Security, Disaster Recovery, Identity and Access Management, Data Integrity, User Accounts, Dataflow, Data Security, System Configuration, Configuration Management
混合 · 课程 · 1-3 个月

您将获得的技能: Content Management Systems, Web Analytics, Search Engine Optimization, Web Design, Retail Management, Order Management, E-Commerce, Marketing Strategies, Blogs, Customer Relationship Management (CRM) Software, Content Creation, Dashboard, Email Marketing
初级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: Content Marketing, Persona Development, Target Audience, Content Strategy, Smart Goals, Content Development and Management, Social Media Content, Digital Content, Digital Media Strategy, Strategic Marketing, Marketing Channel, Customer Insights, Social Media Strategy, Social Media Campaigns, Marketing, Customer Engagement
中级 · 课程 · 1-4 周

您将获得的技能: Email Automation, Agentic Workflows, AI Workflows, Multimodal Prompts, Tool Calling, Calendar Management, Machine Learning Methods, Scheduling, AI Security, Text Mining, Classification Algorithms, JSON
中级 · 课程 · 1-3 个月

您将获得的技能: 机器学习, 数据处理, 机器学习算法, 统计方法, 描述性统计, 数据存储技术, 数据预处理, 大数据, 数据存储, 数据科学, 模型评估, Apache Spark, PySpark, 分布式计算, Machine Learning 方法, 应用机器学习
中级 · 课程 · 1-4 周

您将获得的技能: Nursing Management, Patient-centered Care, Leadership, Professionalism, Trustworthiness, Teamwork, Collaboration, Emotional Intelligence, Resilience, Assertiveness, Empathy, Problem Solving, Active Listening, Communication
中级 · 课程 · 1-4 周

Alberta Machine Intelligence Institute
您将获得的技能: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Vision Transformer (ViT), Image Analysis, Embeddings, Autoencoders, Convolutional Neural Networks, Responsible AI, Computer Vision, Music, Recurrent Neural Networks (RNNs)
混合 · 课程 · 1-4 周

SkillUp
您将获得的技能: 风险管理, 产品路线图, 产品战略, 市场调查, 新产品开发, 营销策略, 产品规划, 产品生命周期管理, 团队建设, 财务分析, 项目管理生命周期, 业务规划, 产品管理, 敏捷产品开发, 用户需求文件, 竞争分析, 市场分析
初级 · 课程 · 1-3 个月

您将获得的技能: Python 程序设计, 集成开发环境, 调试, 应用程序部署, 人工智能, 编程原则, AI 赋能, 服务器端, 单元测试, 网络应用, 代码审查, Flask(网络框架), 还原式 API
中级 · 课程 · 1-4 周