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 Michigan
您将获得的技能: Sustainable Development, Sustainable Design, Nutritional Assessment, Sustainable Business, Nutrition and Diet, Product Lifecycle Management, Product Development, Social Determinants Of Health, Sustainability Standards, Product Improvement, Sustainability Reporting, Environmental Engineering, Environment, Environmental Science, Environmental Resource Management, Health Assessment, Public Health, Chemistry, Risk Analysis, Sustainable Engineering
中级 · 专项课程 · 3-6 个月

Rice University
您将获得的技能: Python 程序设计, 图论, 数据分析, 理论计算机科学, 数据结构, 分析, 计算思维, 编程原则, 计算机编程, 计划发展, Algorithm, 网络分析
中级 · 课程 · 1-4 周

Tecnológico de Monterrey
您将获得的技能: Lean Six Sigma, Process Capability, Process Analysis, Process Mapping, Six Sigma Methodology, Lean Methodologies, Lean Manufacturing, Statistical Process Controls, Process Improvement, Quality Improvement, Process Optimization, Operational Analysis, Business Process, Quality Control, Statistical Analysis, Continuous Improvement Process, Analysis, Predictive Modeling, Production Process, Performance Measurement
中级 · 专项课程 · 3-6 个月

American Psychological Association
您将获得的技能: Data Visualization, Descriptive Statistics, Plot (Graphics), Data Literacy, Graphing, Statistical Hypothesis Testing, Probability & Statistics, Statistical Inference, Quantitative Research, Statistics, Statistical Analysis, Sample Size Determination, Data Analysis, Sampling (Statistics), Exploratory Data Analysis, Scatter Plots, Correlation Analysis, Psychology, Research Design, Scientific Methods
初级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Social Media Management, Social Media, Social Media Marketing, Google Ads, Digital Marketing, Email Marketing, Social Media Strategy, Digital Advertising, Web Analytics and SEO, Online Advertising, Social Media Campaigns, Digital Media Strategy, Paid media, Pay Per Click Advertising, Content Creation, Customer Retention, Search Engine Optimization, Presentations, Generative AI
初级 · 专业证书 · 3-6 个月

IIMA - IIM Ahmedabad
您将获得的技能: Strategic Thinking, Game Theory, Behavioral Economics, Business Strategy, Strategic Decision-Making, Complex Problem Solving, Problem Solving, Strategic Leadership, Critical Thinking, Decision Making, Market Dynamics, Organizational Change, Business Analysis, Economics, Digital Media Strategy, Market Opportunities, Negotiation, Risk Management, Mergers & Acquisitions, Innovation
中级 · 课程 · 1-3 个月

Università Bocconi
您将获得的技能: 创新, 案例研究, 统计分析, 数据分析, 回归分析, 战略决策, 业务指标, 概率, 大数据, 机器学习, A/B 测试, 相关性分析, 数据驱动的决策制定
混合 · 课程 · 1-3 个月

Snowflake
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, LLM Application, Data Engineering, Data Manipulation, Snowflake Schema, Large Language Modeling, Model Deployment, Data Warehousing, Unstructured Data, Embeddings, Cloud Development, SQL, Natural Language Processing, Data Pipelines, Extract, Transform, Load, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC)
初级 · 专业证书 · 1-3 个月

您将获得的技能: Databricks, Apache Spark, Microsoft Azure, Data Integration, PySpark, Data Lakes, Jupyter, File Systems, Data Processing, Big Data, Cloud Storage, Cloud Computing Architecture
初级 · 课程 · 1-3 个月

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

University of California, Davis
您将获得的技能: 竞争分析, 项目管理, 演讲, 网络分析和 SEO, 数字化营销, 搜索引擎优化, 关键词研究, 企业战略, 客户服务, 内容战略, 内容开发与管理
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 模型评估, 深度学习, 计算机视觉, 自动编码器, Machine Learning 方法, 无监督学习, 降维, Keras(神经网络库), 强化学习, 迁移学习, 卷积神经网络, 生成式人工智能, 机器学习, 递归神经网络 (RNN), 人工智能和机器学习(AI/ML), 生成对抗网络 (GAN), 人工神经网络
中级 · 课程 · 1-3 个月