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: Data Mining, Data Cleansing, Transaction Processing, Predictive Analytics, Customer Analysis, Unsupervised Learning, Data Preprocessing, R Programming, Data Analysis, Market Analysis, Data Wrangling, Data Transformation, Data Manipulation, Interactive Data Visualization, Statistical Visualization, Consumer Behaviour, Performance Tuning, Cross Selling
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 算法, 网络分析, 图论, Pandas(Python 软件包), Matplotlib, 无监督学习, 预测分析, 数据导入/导出, 数据分析, 社交网络分析, Python 编程, 分析, Algorithm
中级 · 课程 · 1-4 周

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

University of Michigan
您将获得的技能: Data Mining, Unsupervised Learning, Data Science, Anomaly Detection, Python Programming, Classification Algorithms
高级设置 · 课程 · 1-4 周

University of Leeds
您将获得的技能: Exploratory Data Analysis, Data Cleansing, Statistical Methods, Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Descriptive Statistics, Data Preprocessing, Box Plots, Data Visualization Software, Histogram, Probability, Probability Distribution
中级 · 课程 · 1-4 周

您将获得的技能: Splunk, Data Transformation, Dashboard, Statistical Visualization, Data Visualization Software, Statistical Analysis, Data Manipulation, Scatter Plots, Time Series Analysis and Forecasting, Correlation Analysis, Event Monitoring, Security Information and Event Management (SIEM), Geospatial Mapping
初级 · 课程 · 1-4 周

中级 · 课程 · 1-3 个月

SkillUp
您将获得的技能: 风险分析, 统计假设检验, 流程改进, 风险管理, 样本量的确定, 数据收集, 精益方法, 六西格玛方法, 改善方法, 统计分析, 业务流程, 质量改进, 加工能力, 统计过程控制, 统计方法, 过程分析
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Text Mining, Data Mining, Time Series Analysis and Forecasting, Classification Algorithms, Big Data, Artificial Neural Networks, Regression Analysis, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Analytics, Predictive Modeling, Deep Learning, Data Preprocessing
中级 · 课程 · 1-3 个月

您将获得的技能: Root Cause Analysis, Correlation Analysis, Regression Analysis, Data Collection, Descriptive Statistics, Statistical Hypothesis Testing, Statistical Analysis, Process Analysis, Six Sigma Methodology, Lean Six Sigma, Data Analysis, Process Improvement, Statistical Inference, Pareto Chart
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Classification Algorithms, Exploratory Data Analysis, Data Mining, Model Evaluation, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Big Data, Feature Engineering, Predictive Modeling, Statistical Analysis, Data Preprocessing, Case Studies, Supervised Learning, Project Implementation
中级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: Pivot Tables And Charts, Sample Size Determination, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation
初级 · 专项课程 · 3-6 个月