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: Descriptive Analytics, Business Analytics, Model Evaluation, Logistic Regression, Data Mining, Dimensionality Reduction, Plot (Graphics), Data Analysis, R Programming, Statistical Modeling, Big Data, Visualization (Computer Graphics), Data-Driven Decision-Making, Predictive Modeling, Predictive Analytics, Data Modeling, Analytics, Advanced Analytics, Data Visualization Software, Statistical Visualization
提供的学分
MasterTrack · 6-12 个月

Ball State University
您将获得的技能: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Artificial Intelligence, Analytics, Natural Language Processing, R Programming
获得学位
学位 · 1-4 年

University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Prompt Engineering, Sustainability Reporting, Database Design, Unsupervised Learning
获得学位
学位 · 1-4 年
O.P. Jindal Global University
您将获得的技能: Surveys, Diplomacy, Intelligence Collection and Analysis, Survey Creation, Quantitative Research, Qualitative Research, Environmental Laws, Sampling (Statistics), Political Sciences, Economic Development, International Relations, Cybersecurity, Public Safety and National Security, Socioeconomics, Governance, Ancient History, Climate Change Adaptation, Social Sciences, Security Strategy, Conflict Management
获得学位
学位 · 1-4 年

University of California, Berkeley
您将获得的技能: User Research, Medical Imaging, File I/O, Materials science, Exploratory Data Analysis, Java Programming, Semiconductors, Medical Devices, Finite Element Methods, Teamwork, Energy and Utilities, Control Systems, Mechanics, Robotics, Environmental Engineering, Radiation Protection, Sustainable Engineering, Structural Engineering, Vibrations, Linear Algebra
获得学位
学位 · 1-4 年
University of Colorado Boulder
您将获得的技能: Semiconductors, Power Electronics, Display Devices, Control Systems, Computer Displays, Electronic Systems, Systems Design, Technical Design, Electronics, Electrical Engineering, USB, Electronic Components, Electrical Systems, Materials science, electromagnetics, Electronics Engineering, Electric Power Systems, Electronic Hardware, Performance Tuning, Image Quality
提供的学分
研究生证书 · 6-12 个月

Universidad de los Andes
您将获得的技能: Project Management Life Cycle, Model Evaluation, Environmental Social And Corporate Governance (ESG), Organizational Strategy, Project Closure, Engineering Management, Product Management, Technology Strategies, Business Modeling, Systems Thinking, Stakeholder Analysis, Feasibility Studies, Infrastructure Security, Financial Statements, Environmental Management Systems, Asset Management, Project Risk Management, Operations Research, Team Management, Operational Efficiency
获得学位
学位 · 1-4 年
Universidad de los Andes
您将获得的技能: Social Network Analysis, Network Analysis, Data Storytelling, Predictive Modeling, Data Presentation, Marketing Analytics, Product Marketing, Financial Statement Analysis, Marketing Management, Financial Modeling, Interactive Data Visualization, Transfer Learning, Advertising, Applied Machine Learning, Statistical Machine Learning, Random Forest Algorithm, Pandas (Python Package), Operations Research, Business Analytics, Mathematical Modeling
提供的学分
MasterTrack · 6-12 个月

University of London
您将获得的技能: Process Design, Global Marketing, Consumer Behaviour, Statistical Analysis, Organizational Change, Process Mapping, Statistical Methods, Integrated Marketing Communications, Advertising, Innovation, Mergers & Acquisitions, Training and Development, Virtual Teams, Databases, Cost Accounting, International Finance, Research, Team Management, Economic Development, Cultural Diversity
获得学位
学位 · 1-4 年

Google Cloud
您将获得的技能: Google Gemini, Generative AI, Customer Relationship Management, Workflow Management, Big Data, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), SQL, Predictive Modeling, Model Evaluation
中级 · 课程 · 1-4 周

University of Leeds
您将获得的技能: Data Ethics, Data Presentation, Regression Analysis, Web Scraping, Data Storytelling, Statistical Hypothesis Testing, Matplotlib, Bayesian Statistics, Data Analysis, Statistical Machine Learning, Model Evaluation, Exploratory Data Analysis, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Data Visualization, Statistical Modeling, Data Preprocessing, Linear Algebra
获得学位
学位 · 1-4 年

Pontificia Universidad Católica de Chile
您将获得的技能: Descriptive Analytics, Business Analytics, Database Design, NoSQL, SQL, Data Ethics, Digital Transformation, Query Languages, Data Mining, Databases, Data Analysis, R Programming, Big Data, Data-Driven Decision-Making, Relational Databases, Predictive Analytics, Business Transformation, Organizational Strategy, Technology Strategies, Business Modeling
提供的学分
MasterTrack · 6-12 个月