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。

Vanderbilt University
您将获得的技能: 工程计算, 绘图(图形), 数学软件, 文件输入/输出, 数据结构, 计算机编程, 开发环境, 计算机科学, 解决问题, 调试, 用户界面(UI), 编程原则, Matlab
初级 · 课程 · 1-3 个月

您将获得的技能: Apache Hadoop, Big Data, Database Design, Data Processing, Distributed Computing, Scalability, Data Pipelines, Data Warehousing, Query Languages, Data Cleansing, Data Transformation, Data Management, Analytics, Business Intelligence
混合 · 课程 · 1-4 周

Logical Operations
您将获得的技能: Employee Performance Management, Performance Appraisal, People Development, Performance Review, Employee Engagement, Performance Management, Communication, Goal Setting, Goal-Oriented, Performance Metric, Performance Measurement, Performance Analysis, Employee Onboarding, Performance Reporting, Active Listening, Motivational Interviewing, Job Analysis, Personal Development, Interviewing Skills, Job Evaluation
混合 · 课程 · 1-3 个月
University of Virginia
您将获得的技能: 角色开发, 持续交付, 敏捷项目管理, 团队建设, 冲刺计划, 商业分析, 同行评审, 分析, 团队绩效管理, 可用性测试, 团队管理, 设计思维, 产品开发, 敏捷软件开发, Agile 方法论, 用户故事, 产品测试, 敏捷产品开发, 客户分析, 角色(用户体验)
初级 · 专项课程 · 3-6 个月
您将获得的技能: Hugging Face, Large Language Modeling, MLOps (Machine Learning Operations), Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Transfer Learning, Applied Machine Learning, AI Personalization, Model Deployment, Model Evaluation, Responsible AI, Performance Tuning, Model Based Systems Engineering, Program Evaluation, Analysis
中级 · 课程 · 1-4 周
Macquarie University
您将获得的技能: 数据清理, 电子表格软件, 仪表板, 合并, 数据整合, 数据管理, 微软Excel, 业务报告, 自动化, Data Analysis 表达式(DAX)
中级 · 课程 · 1-3 个月

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

University of Colorado Boulder
您将获得的技能: Verification And Validation, Computational Thinking, Systems Design, System Design and Implementation, Systems Analysis, Model Evaluation, Software Design, Computer Architecture, Program Development, Software Quality (SQA/SQC), Logical Reasoning
初级 · 课程 · 1-4 周
University of Colorado Boulder
您将获得的技能: Power Electronics, Control Systems, USB, Electronic Systems, Simulations, Engineering Documentation, Semiconductors, Electrical Engineering, Engineering Design Process, Electrical Systems, Electronic Components, Electrical Power, Hardware Design, Electronics, Technical Communication, Electronics Engineering, electromagnetics, Electric Power Systems, Simulation and Simulation Software, Design Specifications
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Architecture, Requirements Analysis, Data Warehousing, Query Languages, Data Preprocessing, Apache Hadoop, Vector Databases, Data Lakes, Amazon Web Services, File Systems, Apache Spark, Database Systems, Feature Engineering, Dataflow, Data Integration, Data Management
中级 · 专业证书 · 3-6 个月

Microsoft
您将获得的技能: 数据安全, Power BI, 仪表板, 数据管理, 数据分析, 基于角色的访问控制(RBAC), 数据建模, SQL, Microsoft SQL 服务器, 数据可视化软件
初级 · 课程 · 1-4 周
Rice University
您将获得的技能: 统计, 相关性分析, 概率与统计, 商业分析, 数据分析, 抽样(统计), 微软Excel, 箱形图, 统计分析, 描述性统计, 概率分布
混合 · 课程 · 1-4 周