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。

Tableau Learning Partner
您将获得的技能: 数据驱动的决策制定, Tableau 软件, 数据展示, 数据扫盲, 商业智能, 商业分析, 描述性分析, 预测分析, 数据分析, 项目管理, 业务过程, 分析
初级 · 课程 · 1-4 周
Duke University
您将获得的技能: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistics, Data Analysis, Probability & Statistics, Statistical Inference
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Logistic Regression, Supervised Learning, Applied Machine Learning, Model Evaluation, Data Modeling
中级 · 课程 · 1-3 个月

您将获得的技能: Technical Management, Program Management, Stakeholder Engagement, Leadership and Management, Stakeholder Management, Project Management, Technical Product Management, Risk Management, Initiative and Leadership, Technical Consulting, Professional Development, Generative AI, Drive Engagement, Communication Planning, Emotional Intelligence, Technical Communication, Project Planning, AI Enablement, Software Architecture, Technical Analysis
中级 · 课程 · 3-6 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Accident Prevention, Kinesiology, Child Development, Working With Children, Continuous Monitoring, Data-Driven Decision-Making, Endocrinology, Real Time Data, Health Education, Data Analysis, Data Collection
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Feature Engineering, Responsible AI, Generative AI, Model Deployment, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Data Preprocessing, Data Quality, MLOps (Machine Learning Operations), Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Data Cleansing, Prompt Engineering, Cloud Deployment, Data Strategy, Cloud Computing
中级 · 专项课程 · 3-6 个月

University of California, Irvine
您将获得的技能: 规划, 项目规划, 项目管理, 工作分解结构, 管理团队
混合 · 课程 · 1-3 个月

Kennesaw State University
您将获得的技能: 统计假设检验, 数据收集, 相关性分析, 回归分析, 过程分析, 质量管理, 精益方法, 六西格玛方法, 概率分布, 统计过程控制, 持续改进流程, 团队管理, 精益六西格玛, 项目管理, 业务过程, 根源分析, 工艺优化, 质量改进, 改善方法, 流程改进
初级 · 专项课程 · 3-6 个月

Nanjing University
您将获得的技能: Data Analysis, Statistical Analysis, Financial Data, Data Presentation, Data Processing, User Interface (UI), Object Oriented Programming (OOP), Data Capture, Pandas (Python Package), NumPy, Python Programming, Graphical Tools, Data Manipulation, Matplotlib, Data Preprocessing
混合 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, Generative AI, Systems Analysis, AI Workflows, Business Analysis, Systems Architecture, Solution Architecture, Business Process Automation, Stakeholder Analysis, Prototyping, Software Architecture, Consulting, Systems Thinking, Responsible AI, Machine Learning, Business Communication, Project Documentation, Stakeholder Communications, Technical Consulting
初级 · 专项课程 · 1-3 个月

University of Toronto
您将获得的技能: 计算机视觉, 卷积神经网络, 系统架构, 硬件架构, 全球定位系统, 交通流优化, Networking 路由器, 模拟, Machine Learning 方法, 深度学习, 人工神经网络, 机器人, 自动化, 嵌入式软件, 图像分析, 控制系统, 估算, 机器控制, 软件架构, 安全保障
高级设置 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 模型部署, Data Validation, 数据管道, MLOps(机器学习 Operator), 云部署, 数据质量, 机器学习, 持续监测, 数据预处理, 应用机器学习, 模型评估, 功能工程, 持续部署, 调试
中级 · 课程 · 1-4 周