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: Pandas (Python Package), NumPy, Data Manipulation, Data Preprocessing, Package and Software Management, Data Analysis, Data Transformation, Data Integration, JSON, Object Oriented Programming (OOP), Data Wrangling, Data Science, Python Programming, Computer Programming, Programming Principles, Data Import/Export, Software Design, Mathematical Software, Computational Logic, Data Structures
初级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: Pandas(Python 软件包), Python 编程, 数据分析, 编程原则, 数据可视化软件, Jupyter, 数据结构, 数据清理, NumPy, 数据操作, 柱状图, 数据科学, 透视表和图表, 数据导入/导出, 数据可视化, Matplotlib, 探索性数据分析, 散点图, 数据预处理
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 模型评估, 人工神经网络, 算法, 机器学习算法, 机器学习, 贝叶斯统计, 异常检测, 决策树学习, 分析, 监督学习, 数据挖掘, 分类算法, 无监督学习, Model Evaluation, 探索性数据分析, Algorithm
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中级 · 课程 · 1-4 周

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

您将获得的技能: Data Storytelling, Qualitative Research, Market Research, Quantitative Research, Data-Driven Decision-Making, Benchmarking, Data Presentation, Descriptive Statistics, Competitive Analysis, Analytical Skills, Research Design, Market Dynamics, Data Analysis, Data Visualization Software, Statistics, User Research, Data Collection, Data Analysis Software, Microsoft Excel, R Programming
中级 · 专项课程 · 1-3 个月

您将获得的技能: Minitab, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Descriptive Statistics, Statistical Analysis, Predictive Modeling, Statistical Modeling, Data-Driven Decision-Making, Exploratory Data Analysis, Statistical Methods, Statistical Inference
混合 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Apache Spark, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Big Data, Feature Engineering, Distributed Computing, Forecasting, Anomaly Detection, Generative AI, Real Time Data, Predictive Modeling, Exploratory Data Analysis, Data Pipelines, Model Evaluation, Data Cleansing, Data Transformation, Statistical Modeling
中级 · 课程 · 1-3 个月

Wesleyan University
您将获得的技能: 数据管理, 概率与统计, 数据分析, 统计方法, 回归分析, 分析技能, 统计推理, 统计假设检验, SAS(软件), 相关性分析, 定量研究, 统计分析, Data Management, 统计软件
混合 · 课程 · 1-4 周
CertNexus
您将获得的技能: 概率与统计, 数据转换, 数据分析, 商业分析, 描述性统计, 柱状图, 分析技能, 数据可视化, 统计分析, 探索性数据分析, 数据预处理, 散点图
中级 · 课程 · 1-3 个月

您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, R (Software), Classification Algorithms, Machine Learning, Decision Tree Learning, Data Science, Ggplot2, Feature Engineering, Data Preprocessing, Statistical Programming, Predictive Modeling, Data Manipulation, Model Evaluation, Regression Analysis
初级 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Data Import/Export, NumPy, Time Series Analysis and Forecasting, Business Reporting, Jupyter, Data Wrangling, Microsoft Excel, Data Transformation, Matplotlib, Data Analysis, Data Cleansing, Data Preprocessing, Analytics, Data Processing, Business Analytics, Python Programming, Data Analysis Software
初级 · 专项课程 · 1-3 个月

您将获得的技能: Data Storytelling, Rmarkdown, Knitr, Data Visualization, Data Validation, Statistical Hypothesis Testing, Data Presentation, Dashboard, Data Synthesis, Usability Testing, Regression Analysis, Power BI, A/B Testing, Data Transformation, Market Research, Statistical Analysis, R Programming, Business Intelligence, Microsoft Excel, Surveys
初级 · 专项课程 · 3-6 个月