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。

Pontificia Universidad Católica de Chile
您将获得的技能: Transportation Operations, Transportation Management, Network Analysis, Operations Research, Systems Analysis, Operational Analysis, Analysis, Demand Planning, Mathematical Modeling, Econometrics, Markov Model, Behavioral Economics, Economic Development, Economics, Policy, and Social Studies, Cost Benefit Analysis, Market Dynamics, Customer Demand Planning, Probability, Social Impact, Model Evaluation
混合 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: 概率与统计, 网页抓取, 大数据, 信息架构, 网络分析和 SEO, 自然语言处理, 模型评估, 非结构化数据, 机器学习, 数据挖掘, 文本挖掘
混合 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 统计分析, 定量研究, 卫生政策, 诊断测试, 公共卫生与疾病预防, 研究, 风险分析, 公共卫生, 计划评估, 预防保健, 流行病学
初级 · 课程 · 1-4 周

MathWorks
您将获得的技能: Simulation and Simulation Software, Control Systems, Model Based Systems Engineering, Engineering Design Process, Mathematical Modeling, Engineering Analysis, Systems Analysis, Test Case, Systems Design, Performance Tuning, Automation Engineering, Matlab
初级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Google Cloud Platform, Data Lakes, Data Pipelines, Dataflow, Tensorflow, Real Time Data, Data Architecture, Big Data, Extract, Transform, Load, Query Languages, Data Warehousing, Apache Spark, SQL, Unstructured Data, Data Security, Applied Machine Learning, Data Processing, Apache Hadoop, Data Management
中级 · 专项课程 · 3-6 个月
Universidade de São Paulo
您将获得的技能: Talent Management, Team Management, Product Development, Decision Making, Agile Product Development, Business Process, Operational Analysis, Strategic Prioritization, Leadership, Business Strategy, Culture Transformation, Prioritization, Scalability, Employee Engagement
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Python 程序设计, 数据结构, Scikit-learn (机器学习库), Pandas(Python 软件包), 数据预处理, 统计方法, 探索性数据分析, 回归分析, 数据操作, 分类算法, 机器学习算法, 数据分析, 预测建模, 统计假设检验, 功能工程, 数据科学, NumPy, 机器学习, 监督学习
初级 · 课程 · 1-4 周

Universidade de São Paulo
您将获得的技能: Intellectual Property, Labor Law, Business Modeling, Tax Planning, Regulation and Legal Compliance, Business Valuation, Labor Compliance, Law, Regulation, and Compliance, Entrepreneurial Finance, Mergers & Acquisitions, Entrepreneurship, Corporate Tax, Business Management, Financial Modeling, Compliance Management, Financial Analysis, New Business Development, Investments, Growth Strategies, Tax Laws
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Model Based Systems Engineering, Failure Analysis, Systems Engineering, Engineering Management, Requirements Management, Scope Management, Design Reviews, Project Scoping, Root Cause Analysis, Program Management, Requirements Analysis, User Requirements Documents, Test Engineering, Cost Management, Contract Management, Systems Design, Business Requirements, Systems Thinking, Project Risk Management, Risk Management
攻读学位
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Financial Forecasting, Business Valuation, Equities, Financial Modeling, Financial Analysis, Finance, Cash Flows, Investment Banking, Accounting, Capital Markets
中级 · 指导项目 · 不超过 2 小时

IBM
您将获得的技能: 深度学习, 迁移学习, Machine Learning 方法, 计算机视觉, 机器学习算法, 分类算法, 模型评估, 功能工程, 卷积神经网络, 可视化(计算机制图), 网络架构
中级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Google 云端平台, 数据建模, 自然语言处理, 临床信息学, 数据操作, 遵守《健康保险便携性和责任法案》(HIPAA), 数据质量, 预测建模, 临床数据管理, 信息学, R 语言程序设计(中文版), 临床研究, 风险模型, 重症监护室, 数据伦理, 摘录, Tidyverse(R 软件包), 文本挖掘, 数据库设计, 生物信息学
中级 · 专项课程 · 3-6 个月