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。

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, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning
获得学位
学位 · 1-4 年

Indian Statistical Institute
您将获得的技能: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Economics, Statistical Modeling, SQL, NumPy, Data Compilation, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Graphing, Surveys, International Finance
研究生文凭 · 6-12 个月

Pontificia Universidad Católica de Chile
您将获得的技能: Predictive Analytics, Unsupervised Learning, Data Cleansing, Matplotlib, Model Evaluation, Regression Analysis, Dimensionality Reduction, Data Analysis, Descriptive Analytics, Supervised Learning, Plot (Graphics), Exploratory Data Analysis, Data Science, Visualization (Computer Graphics), Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Predictive Modeling, Statistical Machine Learning, Data Visualization Software
提供的学分
MasterTrack · 6-12 个月
Universidad de los Andes
您将获得的技能: Social Network Analysis, Systems Thinking, Data Storytelling, Unsupervised Learning, Computer Vision, Reinforcement Learning, Project Management Life Cycle, Time Series Analysis and Forecasting, Strategic Decision-Making, Deep Learning, Portfolio Management, Marketing Analytics, MLOps (Machine Learning Operations), Simulations, Logistic Regression, Verification And Validation, Statistical Machine Learning, Transfer Learning, Descriptive Analytics, Operations Research
获得学位
学位 · 1-4 年

您将获得的技能: New Product Development, Social Media Strategy, Product Development, Business Strategy, Supplier Relationship Management, Ideation, Entrepreneurship, Social Media Marketing, Social Impact, Stakeholder Engagement, Social Media, Innovation, Strategic Sourcing, Decision Making, Content Marketing, Process Analysis, Project Controls, Business Operations, Business Planning, Competitive Analysis
大学证书 · 6-12 个月

Google Cloud
您将获得的技能: AI Security, Security Strategy, Cyber Security Strategy, Responsible AI, Threat Modeling, Security Management, Threat Management, Enterprise Security, Information Systems Security, Security Requirements Analysis, Information Assurance, Security Controls, Personally Identifiable Information, Data Security, Infrastructure Security, Artificial Intelligence, Generative AI, Machine Learning
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Dataflow, Data Pipelines, Google Cloud Platform, Real Time Data, Data Processing, Big Data, Advanced Analytics, Analytics, Scalability, Performance Tuning
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Workspace, Gmail, Technical Support, File Management, Security Requirements Analysis, Issue Tracking, Cloud Storage, Event Monitoring, Technical Communication, Systems Administration
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Gemini, Google Cloud Platform, Generative AI, AI Enablement, Business Solutions, Cloud Infrastructure, Artificial Intelligence, Model Deployment, Decision Making, Innovation
初级 · 课程 · 1-3 个月

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

University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
获得学位
学位 · 1-4 年

University of Pittsburgh
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Databases, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Linear Algebra, Model Deployment, Data Governance, Regression Analysis, Data Analysis
获得学位
学位 · 1-4 年