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。

O.P. Jindal Global University
您将获得的技能: Sampling (Statistics), Statistical Analysis, Probability Distribution, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Statistical Modeling, Statistical Inference, Probability, Big Data, Decision Tree Learning
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混合 · 课程 · 1-3 个月

Packt
您将获得的技能: NumPy, Time Series Analysis and Forecasting, Scikit Learn (Machine Learning Library), Pandas (Python Package), Matplotlib, Data Analysis, Predictive Analytics, Data Visualization, Database Management, Applied Machine Learning, Scientific Visualization, Data Manipulation, Data Science, Statistics, Python Programming, Statistical Analysis, Data Wrangling, Big Data, NoSQL, Data Preprocessing
初级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Data Structures
初级 · 课程 · 1-3 个月

Edureka
您将获得的技能: Power BI, Data Visualization, Data Analysis Expressions (DAX), Matplotlib, Plotly, Data Analysis, Exploratory Data Analysis, Seaborn, SQL, Pandas (Python Package), Probability & Statistics, Regression Analysis, Machine Learning, Statistical Hypothesis Testing, Python Programming, Data Transformation, Feature Engineering, Data Integration, NumPy, Web Scraping
中级 · 专项课程 · 3-6 个月
Rice University
您将获得的技能: 数据分析, 样本量的确定, 统计建模, 回归分析, 概率分布, 描述性统计, 数据展示, 模型评估, 统计资料, 统计分析, 统计推理, 统计假设检验, Microsoft Excel, 电子表格软件, 统计方法, 商业分析, Excel 公式, 制图, 概率与统计, 透视表和图表, Model Evaluation
初级 · 专项课程 · 3-6 个月

您将获得的技能: Analytical Skills, Statistical Methods, Exploratory Data Analysis, Business Analytics, Data Analysis, Statistical Analysis, R Programming, Visualization (Computer Graphics), Predictive Analytics, Statistical Modeling, Data Structures, Time Series Analysis and Forecasting, Regression Analysis, Programming Principles, Decision Tree Learning
初级 · 课程 · 1-4 周

您将获得的技能: 数据分析, 数据可视化, 概率分布, 预测建模, 回归分析, 描述性统计, 统计资料, 统计分析, 统计方法, Microsoft Excel, 统计假设检验, 概率, 预测
中级 · 课程 · 1-3 个月

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

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

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
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中级 · 专项课程 · 3-6 个月

Wesleyan University
您将获得的技能: 数据分析, 逻辑回归, 数据可视化, 描述性统计, 数据展示, 数据操作, 模型评估, 统计软件, 回归分析, 数据故事, 统计资料, 相关性分析, 探索性数据分析, 统计分析, Data Management, 数据管理, 统计假设检验, 统计方法, 决策树学习, 机器学习, 分类与回归树 (CART), Model Evaluation
初级 · 专项课程 · 3-6 个月

您将获得的技能: NumPy, Pandas (Python Package), Model Evaluation, Jupyter, Data Analysis, Applied Machine Learning, Analytical Skills, Data Manipulation, Matplotlib, Business Analytics, Exploratory Data Analysis, Data Visualization Software, Python Programming, Descriptive Statistics, Linear Algebra
初级 · 课程 · 1-3 个月