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: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Probability & Statistics, Scatter Plots, Microsoft Excel, Statistics, Data Import/Export, Data Analysis
初级 · 专项课程 · 3-6 个月

您将获得的技能: 描述性统计, 统计分析, 统计, 电子表格软件, 数据分析, 预测, 概率, 统计方法, 回归分析, 微软Excel, 预测分析, 数据可视化, 商业分析
中级 · 课程 · 1-3 个月

Meta
您将获得的技能: Python 程序设计, 散点图, 数据分析, 脚本, 数据建模, 数据可视化软件, 数据操作, Pandas(Python 软件包), Jupyter, 数据可视化, 柱状图, 探索性数据分析, 数据清理, 编程原则, Matplotlib
初级 · 课程 · 1-3 个月

您将获得的技能: Unsupervised Learning, Data Visualization, Machine Learning Algorithms, Interactive Data Visualization, Applied Machine Learning, Machine Learning, Statistical Machine Learning, Data Mining, Scikit Learn (Machine Learning Library), Matplotlib, Algorithms, NumPy, Python Programming, Development Environment
中级 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), Data Import/Export, Matplotlib, Pivot Tables And Charts, Jupyter, Data Visualization Software, Microsoft Excel, Data Analysis, Text Mining, Data Manipulation, Data Cleansing, NumPy, Data Analysis Software, Data Integration, Data Wrangling, Time Series Analysis and Forecasting, Data Transformation, Python Programming, Data Structures, Development Environment
中级 · 专项课程 · 3-6 个月

Eindhoven University of Technology
您将获得的技能: 数据科学, 数据处理, 模型评估, 业务过程, 业务流程建模, 流程改进, 性能分析, 工艺优化, 验证和确认, 数据驱动的决策制定, 数据挖掘, 运行分析, 业务流程管理, 实时数据, 过程分析
中级 · 课程 · 1-3 个月

您将获得的技能: Generative AI, Anomaly Detection, Predictive Modeling, Text Mining, Predictive Analytics, Advanced Analytics, Data Cleansing, Natural Language Processing, Unstructured Data, Data Analysis, Forecasting, Statistical Analysis, Data Quality, Time Series Analysis and Forecasting, Exploratory Data Analysis
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Machine Learning, Analytics, Predictive Modeling, Statistical Analysis, Applied Machine Learning, Machine Learning Methods, Statistical Modeling, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Feature Engineering, Data Science
中级 · 专项课程 · 3-6 个月

您将获得的技能: Customer Analysis, Statistical Visualization, Unsupervised Learning, Customer Insights, Correlation Analysis, Pandas (Python Package), Heat Maps, Data Processing, Seaborn, Histogram, Matplotlib, Exploratory Data Analysis, Data Analysis, Predictive Modeling, Data Visualization Software
混合 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Machine Learning Algorithms, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Machine Learning, R Programming, Data Science, Statistical Modeling, Data Validation, Data Manipulation, Exploratory Data Analysis, R (Software), Data Mining, Statistical Programming, Predictive Modeling
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中级 · 专项课程 · 3-6 个月

您将获得的技能: Unsupervised Learning, Applied Machine Learning, R Programming, Machine Learning, Machine Learning Algorithms, Data Analysis, Data Manipulation, Data Transformation, Probability & Statistics
混合 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 同行评审, 财务分析, 财务数据, 客户洞察, 描述性分析, 人力资源, 运行效率, 分析, 人力资本, 客户分析, 工艺优化, 预测分析, 人力资源战略, 财务报表分析, 营销分析, 业务运营, 运行分析, 数据驱动的决策制定, 商业分析, 人力资源分析
初级 · 专项课程 · 3-6 个月