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。

Nanjing University
您将获得的技能: Data Processing, Data Mining, Data Structures, Data Presentation, Object Oriented Programming (OOP), Web Scraping, Data Analysis, Python Programming, Pandas (Python Package), NumPy, Data Visualization, Data Manipulation, Matplotlib, User Interface (UI) Design
初级 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: Insurance, Risk Management, Wealth Management, Financial Planning, Economics, Risk Analysis, Finance, Human Capital, Trustworthiness, Case Studies, Innovation
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Social Media Marketing, Instagram, Business Intelligence, Predictive Modeling, Predictive Analytics, Case Studies
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据分析, 估算, 数据建模, 数学建模, 运筹学, 数值分析, 分析, 几何学, 图形工具, 代数, 工程计算, 趋势分析, 数学软件, 数学理论与分析, 制图, 微积分, 线性代数, 衍生产品, 应用数学, 三角法
中级 · 专项课程 · 3-6 个月

您将获得的技能: Project Management Software, Project Management, Developing Training Materials, Project Documentation, Issue Tracking, Productivity, Collaboration, Teamwork, Knowledge Transfer, Problem Solving
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, PyTorch (Machine Learning Library), Vector Databases, LLM Application, Generative Adversarial Networks (GANs), Embeddings, Natural Language Processing, Hugging Face, Transfer Learning, Data Pipelines, Recurrent Neural Networks (RNNs), Data Ethics, Data Preprocessing, Artificial Intelligence, Text Mining, Performance Tuning
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 统计假设检验, 数据分析, 数据预处理, R 语言程序设计(中文版), 生物信息学, 统计方法, 概率与统计, 数据转换, 数据管道, 统计分析, 生物统计学, 逻辑回归, 统计推理, 统计, 探索性数据分析, 回归分析
混合 · 课程 · 1-4 周

Council on Foreign Relations
您将获得的技能: International Relations, World History, Political Sciences, Social Sciences, Culture, Socioeconomics, Public Policies, Policy Analysis, Strategic Decision-Making, Economics, Governance, Analysis
初级 · 课程 · 1-3 个月

Pontificia Universidad Católica del Perú
您将获得的技能: Writing, Statistical Methods, Business Mathematics, Business Writing, Financial Analysis, Learning Strategies, Finance, Productivity, Artificial Intelligence, Business Economics, Business, Goal Setting, Responsible AI, Critical Thinking
初级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: 用户体验, Google Analytics(分析), 搜索引擎优化, 社交媒体, 数字化营销, 生成式人工智能, 网络分析和 SEO, 信息架构, 关键词研究, 内容战略, 营销
中级 · 课程 · 1-4 周

UNSW Sydney (The University of New South Wales)
您将获得的技能: 数学建模, 物理科学, 机械, 估算, 实验, 工程计算, 测量系统, 工程分析, 物理学, 应用数学
初级 · 课程 · 1-3 个月

您将获得的技能: Microsoft Power Platform, Stakeholder Management, Software Development Life Cycle, Team Building, Agile Methodology, Quality Management, Agile Project Management, Project Management Institute (PMI) Methodology, Power BI, Microsoft Power Automate/Flow, Scrum (Software Development), Business Analysis, Virtual Teams, Requirements Management, Risk Management, Team Management, Project Management Life Cycle, Project Management, Microsoft Project, Business
初级 · 专项课程 · 3-6 个月