数据挖掘课程
数据挖掘课程可以帮助您学习数据预处理、模式识别和预测建模技术。您可以掌握 Cluster、Classification 和 Anomaly Detection 等技能，从而支持从大型数据集中提取有意义的见解。许多课程都会介绍 Python、R 和 SQL 等工具，以及 RapidMiner 和 Weka 等软件，帮助您在实际数据分析项目中应用这些技能。
热门数据挖掘课程与认证
状态：预览Campus BBVA
您将获得的技能: Data Storytelling, Dashboard, Business Analytics, Data Visualization, Data Quality, Business Intelligence, Data Analysis, Analytics, Descriptive Statistics, Data-Driven Decision-Making, Probability & Statistics, Statistical Inference, Statistics, Big Data, Exploratory Data Analysis, Project Management Life Cycle
您将获得的技能: Exploratory Data Analysis, Statistical Modeling, Regression Analysis, Data Visualization, Model Evaluation, Data Analysis, Statistical Methods, Scatter Plots, R Programming, Statistical Analysis, Plot (Graphics), R (Software), Ggplot2
Coursera
您将获得的技能: Image Analysis, Software Installation, Data Analysis, Analysis, Scientific Methods, User Interface (UI)
状态：免费试用LearnQuest
您将获得的技能: 人工智能, 博弈论, 负责任的人工智能, 道德标准与行为, 分析技能, 分析, 数据伦理, 机器学习, 预测建模, 生成式人工智能, 大型语言模型, OpenAI
状态：免费试用University of Michigan
您将获得的技能: Sustainable Development, Geographic Information Systems, Geospatial Mapping, Sustainability Reporting, Spatial Data Analysis, Sustainable Business, Spatial Analysis, Data Storytelling, Environmental Monitoring, Data Visualization, Stakeholder Engagement, Trend Analysis, Decision Making
状态：预览University of Geneva
您将获得的技能: 数据分析, 市场机遇, 国际关系, 运输业务, 数据综合, 数据质量, 社会学, 劳动合规, 分析技能, 经济发展, 经济学, 统计
状态：免费试用您将获得的技能: Data Preprocessing, Embeddings, Text Mining, Data Processing, Multilingualism, Applied Machine Learning, Pandas (Python Package), Data Transformation, NumPy, Scikit Learn (Machine Learning Library), Computer Programming, Software Installation
状态：免费试用您将获得的技能: Pivot Tables And Charts, Microsoft Excel, Dashboard, Data Presentation, Business Reporting, Interactive Data Visualization, Data Visualization Software, Excel Formulas, Data Import/Export, Data Cleansing, Data Transformation, Data Analysis, Timelines
状态：免费试用Illinois Tech
您将获得的技能: Database Systems, Relational Databases, Database Management, Database Theory, Databases, SQL, Database Design, Database Management Systems, Database Architecture and Administration, Data Access, Query Languages, Data Modeling, Data Manipulation, User Accounts
状态：免费试用University of California, Santa Cruz
您将获得的技能: 统计建模, 统计方法, 概率与统计, R 语言程序设计（中文版）, 贝叶斯统计, 概率分布, 马尔可夫模型, 数学建模, 分类算法, Machine Learning 方法, 无监督学习, 统计软件
状态：免费试用University of Colorado System
您将获得的技能: 患者评估, 数据处理, 生物信息学, 分析, 机器学习算法, 临床信息学, 模型评估, 临床数据管理, 数据操作, 分类算法, 健康信息学, 数据科学, Data Validation, 信息学, 性能测试
状态：免费试用您将获得的技能: 数据导入/导出, 数据分析, 数据清理, 探索性数据分析, 需求分析, SAS（软件）, 数据操作, 统计编程, 数据转换
总之，以下是 10 最受欢迎的 data mining 课程
- Business Analytics : Campus BBVA
- Building Statistical Models in R: Linear Regression: Coursera
- Getting started with ImageJ: Coursera
- 人工智能伦理实践: LearnQuest
- GIS: Geographic Information Systems for Sustainability: University of Michigan
- 全球统计--用于国际比较的综合指数: University of Geneva
- NLP – Embeddings & Text Preprocessing in Python: Packt
- Mastering Advanced Pivot Tables in Excel: Packt
- Introduction to Relational Databases: Illinois Tech
- 贝叶斯统计：混合模型: University of California, Santa Cruz
