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: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Interactive Data Visualization, Python Programming, Data Visualization, JSON, Programming Principles, Scripting, Scripting Languages, Data Structures, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Computer Programming, Software Installation
初级 · 专项课程 · 3-6 个月
Georgia Institute of Technology
您将获得的技能: 机械设计, 工程设计流程, 故障分析, 结构分析, 生物医学工程, 解决问题, 工程分析, 材料科学, 机械
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 空间数据分析, 绘图(图形), 仪表板, R 语言程序设计(中文版), 数据导入/导出, 散点图, 交互式数据可视化, 统计可视化, 数据扫盲, Rmarkdown, Ggplot2, 数据分析, 故事板, 闪亮(R 套件), 统计报告, 数据可视化, 数据可视化软件, 数据科学, Tidyverse(R 软件包), 地理空间信息与技术
初级 · 专项课程 · 3-6 个月

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Machine Learning Software, Workflow Management, Predictive Modeling, Business Process, Governance Risk Management and Compliance, Continuous Monitoring, SAS (Software), Text Mining, R Programming, Scheduling
中级 · 课程 · 1-4 周

University of Amsterdam
您将获得的技能: 统计, 统计假设检验, 科学方法, 定量研究, 数据分析软件
初级 · 课程 · 1-3 个月

您将获得的技能: Google Ads, Search Engine Optimization, Digital Marketing, Keyword Research, Target Audience, Search Engine Marketing, Pay Per Click Advertising, Marketing, Web Analytics and SEO, Marketing Strategies, Advertising, Customer Engagement
初级 · 课程 · 1-4 周

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

University of California San Diego
您将获得的技能: Python 程序设计, 数据结构, 计算思维, 生物信息学, 生物学, 编程原则
初级 · 课程 · 1-4 周

Universidad Austral
您将获得的技能: Excel Macros, Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Analysis Expressions (DAX), Business Analysis, Data Validation, Business Analytics, Data Import/Export, Process Optimization, Business Modeling, Data Integration
中级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Predictive Analytics, Data Presentation, Responsible AI, Predictive Modeling, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Data Visualization, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Business Marketing, Natural Language Processing, Text Mining, Python Programming, Reinforcement Learning, Data Security, Network Analysis, Security Awareness
初级 · 课程 · 1-4 周

您将获得的技能: Healthcare Ethics, Health Informatics, Machine Learning, Deep Learning, Machine Learning Software, Clinical Informatics, Statistical Machine Learning, Convolutional Neural Networks, Data Preprocessing, Predictive Modeling, Electronic Medical Record System, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Model Evaluation, Data Analysis
中级 · 课程 · 1-4 周

University of Alberta
您将获得的技能: 风险管理, Scrum(软件开发), 冲刺回顾, 冲刺计划, 需求征询, 产品管理, 项目风险管理, 业务要求, 项目规划, 风险管理框架, 需求管理, Kanban 原则, 软件开发方法, 敏捷软件开发, 功能要求, 软件开发生命周期, 项目管理, Agile 方法论, 软件技术审查, 需求分析
初级 · 专项课程 · 3-6 个月