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。

您将获得的技能: Dashboard, Interactive Data Visualization, Power BI, Data Storytelling, Data Visualization Software, Key Performance Indicators (KPIs), Business Intelligence, Data Ethics, Collaboration, Data Governance, Data Sharing, Performance Reporting, Data-Driven Decision-Making, Statistical Reporting, Business Analytics, Data Management, Data Security, Performance Management, Continuous Deployment, Cloud-Based Integration
中级 · 课程 · 1-4 周

Princeton University
您将获得的技能: 数据结构, 运筹学, Networking 路由器, Algorithm, 理论计算机科学, 线性代数, 图论, 计算思维, Java 编程, 计算机编程
中级 · 课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 调解, 创新, 文化多样性, 冲突管理, 社交技能, 多样性意识, 团队合作, 协作, 决策, 虚拟环境, 数字通信, 沟通
初级 · 课程 · 1-4 周

University of Washington
您将获得的技能: 数据分析, R 语言程序设计(中文版), 案例研究, 社交网络分析, 文本挖掘, 数据收集, 应用编程接口 (API), 相关性分析, 数据可视化软件, 统计方法, 统计分析, 数据可视化, 非结构化数据, Python 程序设计, 回归分析
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 迁移学习, PyTorch(机器学习库), 自然语言处理, 嵌入, 应用机器学习, 递归神经网络 (RNN), Keras(神经网络库), 模型评估
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 数据分析, 数据叙事, 投资组合管理, 演讲, 招聘, 面试技巧, 商务写作, 建立关系, 专业发展, 分析技能, LinkedIn, 专业网络
初级 · 课程 · 1-4 周

您将获得的技能: Data Modeling, Database Design, Extract, Transform, Load, Data Warehousing, Data Pipelines, Business Intelligence, Data Mart, Database Management, Data Management, Process Optimization, Data Quality, Data Transformation, Performance Testing
高级设置 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Internet Of Things, Real Time Data, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Telecommunications, Artificial Intelligence, Emerging Technologies, Generative AI, Wireless Networks, Generative AI Agents, Network Performance Management, Network Architecture, Digital Communications, Network Protocols, Computer Networking, System Design and Implementation, Communication
高级设置 · 专项课程 · 1-3 个月

University of Maryland, College Park
您将获得的技能: 业务建模, 商业策略, 客户洞察, 创新, 创业, 构思, 价值主张, 战略决策, 竞争分析, 市场分析, 新业务开发, 市场机遇
混合 · 课程 · 1-4 周

多位教师
您将获得的技能: Tensorflow, Keras (Neural Network Library), Machine Learning Methods, Model Evaluation, Machine Learning, Google Cloud Platform, Machine Learning Algorithms, Applied Machine Learning, Financial Trading, Reinforcement Learning, Recurrent Neural Networks (RNNs), Supervised Learning, Data Pipelines, Time Series Analysis and Forecasting, Statistical Machine Learning, Technical Analysis, Deep Learning, Securities Trading, Portfolio Management, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 1-3 个月

您将获得的技能: File I/O, Git (Version Control System), Software Development Methodologies, JUnit, Requirements Analysis, Version Control, Application Development, Software Development Life Cycle, SQL, Full-Stack Web Development, Test Driven Development (TDD), Software Development, Restful API, Object Oriented Programming (OOP), Object Oriented Design, Cloud Deployment, Database Management, Digital Transformation, Java Programming, Generative AI
初级 · 专业证书 · 3-6 个月

Illinois Tech
您将获得的技能: Clinical Informatics, Data Ethics, Health Informatics, Responsible AI, Electronic Medical Record System, Health Care, Health Technology, Clinical Data Management, Healthcare Ethics, Artificial Intelligence, Natural Language Processing, Decision Support Systems, Machine Learning, Data Quality, Generative AI
混合 · 课程 · 1-4 周