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。

您将获得的技能: Tableau Software, Dashboard, Data Visualization Software, Data Visualization, R Programming, Alteryx, Statistical Programming, Data Presentation, Interactive Data Visualization, Data Cleansing, Data Storytelling, Data Structures, Statistical Analysis, Workflow Management, Data Analysis, Scatter Plots, Data Preprocessing, Data Manipulation, Data Processing, Data Transformation
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, Machine Learning Algorithms, Classification Algorithms, Data Preprocessing, Natural Language Processing, Data Manipulation, Data Cleansing, Python Programming, Analysis, Development Environment, Software Development Tools, Algorithms
混合 · 课程 · 1-4 周

IE Business School
您将获得的技能: Market Opportunities, Market Analysis, Competitive Analysis, Marketing Management, Market Intelligence, Strategic Decision-Making, Customer Analysis, Marketing Strategies, Marketing, Marketing Planning, Strategic Thinking, Business Strategy, Analysis, Business Analysis, Strategic Planning
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Teradata SQL, SQL, Data Store, Database Design, Database Management, Relational Databases, Query Languages, Data Analysis
中级 · 课程 · 1-4 周


Corporate Finance Institute
您将获得的技能: Regression Analysis, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Linear Algebra, Model Evaluation, Supervised Learning, Exploratory Data Analysis
高级设置 · 课程 · 1-3 个月

您将获得的技能: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Model Evaluation, Embeddings, Data Preprocessing, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Unstructured Data, Data Cleansing, Data Processing, Classification Algorithms, Deep Learning, Machine Learning Methods, Unified Modeling Language, Machine Learning Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Business Process Modeling, Systems Analysis, AI Workflows, Generative AI, Miro AI, Stakeholder Communications, Process Flow Diagrams, Business Workflow Analysis, Systems Architecture, Solution Architecture, Stakeholder Analysis, ChatGPT, Technical Consulting, Software Architecture, Systems Thinking
中级 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Logistic Regression, Statistical Hypothesis Testing, Data Analysis, Advanced Analytics, Statistical Analysis, Correlation Analysis, Analytical Skills, Business Analytics, Statistical Modeling, Model Evaluation, Variance Analysis, Predictive Modeling, Machine Learning, Python Programming
高级设置 · 课程 · 1-3 个月

您将获得的技能: Rmarkdown, Knitr, Exploratory Data Analysis, Dimensionality Reduction, Ggplot2, Plotly, Data Visualization, Data Visualization Software, Statistical Visualization, Statistical Analysis, Data Storytelling, Generative AI, R Programming, Correlation Analysis, Data Analysis, Tidyverse (R Package), Scatter Plots, Descriptive Statistics, Data Cleansing, Data Preprocessing
初级 · 课程 · 1-3 个月

您将获得的技能: Network Troubleshooting, Network Protocols, Network Monitoring, Network Analysis, TCP/IP, Cyber Security Assessment, Network Security, User Interface (UI)
初级 · 课程 · 1-4 周

Rice University
您将获得的技能: Capital Budgeting, Cash Flows, Probability & Statistics, Finance, Financial Statements, Microsoft Excel, Descriptive Statistics, Financial Accounting, Business Analytics, Box Plots, Probability Distribution, Data Visualization, Probability, Statistics, Ledgers (Accounting), Financial Analysis, Business Valuation, Business Mathematics, Financial Management, Data Analysis
初级 · 专项课程 · 3-6 个月