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: Splunk, Security Controls, Data Pipelines, Data Infrastructure, Systems Administration, System Configuration, Configuration Management, Debugging, Performance Tuning, Enterprise Architecture, Distributed Computing, Data Management, Scalability, Data Storage
混合 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 传播规划, 利益攸关方沟通, 项目绩效, 风险分析, 项目管理, 范围管理, 变更控制, 项目关闭, 项目文件, 风险管理, 变革管理
混合 · 课程 · 1-3 个月

您将获得的技能: Health Technology, Healthcare Ethics, Clinical Informatics, Medical Imaging, Diagnostic Radiology, Clinical Documentation, Radiology, Clinical Assessment, Clinical Nursing, Data Ethics, Responsible AI, Image Analysis, Health Informatics, X-Ray Computed Tomography, Clinical Research, Electronic Medical Record System, Predictive Analytics, Artificial Intelligence, Decision Support Systems, AI Personalization
中级 · 课程 · 1-3 个月

您将获得的技能: Ledgers (Accounting), Prompt Engineering, Tax Planning, Tax Management, Large Language Modeling, LLM Application, Auditing, Portfolio Management, Tax Compliance, Generative AI, Income Tax, Cash Flow Forecasting, Fraud detection, Financial Forecasting, Financial Analysis, Responsible AI, Financial Auditing, Oracle Cloud Applications, Artificial Intelligence, Risk Management
中级 · 专项课程 · 3-6 个月

University of Virginia
您将获得的技能: 业务沟通, 同行评审, 演讲, 战略决策, 项目管理, 商业研究, 企业战略, 组织战略, 商务写作, 分析, 竞争分析, 撰写报告, 商业分析
混合 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 机器学习算法, 分类算法, 数据预处理, 数据整理, 机器学习, R 语言程序设计(中文版), 随机森林算法, 预测建模, 回归分析, 预测分析, 功能工程, 模型评估, 监督学习, 探索性数据分析, 统计机器学习, 应用机器学习
混合 · 课程 · 1-4 周

Rutgers the State University of New Jersey
您将获得的技能: 成本效益分析, 供应商管理, 采购, 供应商绩效管理, 战略采购, 供应商关系管理, 供应管理, 供应链, 决策, 风险管理
初级 · 课程 · 1-4 周

您将获得的技能: Apache Hive, Apache Mahout, NoSQL, Apache Hadoop, Extract, Transform, Load, Big Data, Data Warehousing, Data Pipelines, Cloud Management, Application Deployment, Databases, SQL, Performance Tuning, Data Processing, File Systems, Real Time Data, Query Languages, Database Management, Data Transformation, Scalability
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: R (Software), Data Import/Export, Package and Software Management, R Programming, Data Structures, Data-oriented programming, Statistical Programming, Data Analysis Software, Data Analysis, Data Science
初级 · 指导项目 · 不超过 2 小时
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
高级设置 · 专业证书 · 3-6 个月

您将获得的技能: System Monitoring, Application Performance Management, DevOps, CI/CD, Cloud Management, Transaction Processing, Continuous Monitoring, Multi-Cloud, Hybrid Cloud Computing, Role-Based Access Control (RBAC), Dependency Analysis, Real Time Data
中级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, Rmarkdown, Data Storytelling, Data Presentation, Data Validation, Spreadsheet Software, Data Visualization, Data Ethics, Data Literacy, Tableau Software, Data Visualization Software, Data Analysis, R (Software), Ggplot2, Analytical Skills, Stakeholder Communications, Presentations, Data Quality, Data Collection, Data Processing
初级 · 专业证书 · 3-6 个月