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。

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

您将获得的技能: Big Data, Applied Machine Learning, Google Cloud Platform, Data Analysis, Machine Learning
初级 · 课程 · 1-4 周

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
Universidad de los Andes
您将获得的技能: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Reinforcement Learning, Computer Vision, Predictive Modeling, Deep Learning, Strategic Decision-Making, Logistic Regression, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Financial Modeling, Data-Driven Decision-Making, Simulations, Dashboard, Transfer Learning, Data Cleansing, Analytics, Operations Research
获得学位
学位 · 1-4 年

University of North Texas
您将获得的技能: Operations Management, Exploratory Data Analysis, Mediation, Model Evaluation, Change Management, Business Writing, Compensation and Benefits, Apache Hadoop, Consumer Behaviour, Organizational Change, Stakeholder Management, Event Management, Grammar, Social Media Strategy, Business Ethics, Sales Process, Diversity Awareness, Conflict Management, Research, Nutrition and Diet
获得学位
学位 · 1-4 年

Duke University
您将获得的技能: Compensation Analysis, Performance Review, Staff Management, Safety Training, Human Resources, Human Resource Management, Diversity and Inclusion, Performance Management, Human Resources Management and Planning, Recruitment, Human Resource Policies, Compensation and Benefits, Supervision, Job Analysis, New Hire Orientations
初级 · 课程 · 1-4 周

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

Illinois Institute of Technology
您将获得的技能: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication
获得学位
学位 · 1-4 年

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: Database Design, Customer Analysis, Descriptive Analytics, Large Language Modeling, Model Evaluation, Unsupervised Learning, Revenue Management, Web Scraping, People Analytics, Time Series Analysis and Forecasting, FinTech, Biostatistics, Predictive Analytics, Social Determinants Of Health, Gerontology, Digital Transformation, Health Informatics, Matplotlib, Risk Analysis, Bayesian Statistics
获得学位
学位 · 1-4 年