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：免费试用University of Colorado Boulder
您将获得的技能: 设计元素和原则, 可用性, 可视化（计算机制图）, 数据展示, 交互式数据可视化, 用户体验设计, 以人为本的设计, 以用户为中心的设计, 可用性测试, 数据可视化软件, 定量研究, 用户研究
状态：免费试用Johns Hopkins University
您将获得的技能: 沟通, 探索性数据分析, 数据展示, 数据战略, 工作流程管理, 数据分析, 团队管理, 数据管理, 分析技能, 统计推理, 团队领导, 统计建模, 统计报告
状态：免费试用您将获得的技能: Data Validation, Spreadsheet Software, Data Analysis, Analytics, Data Manipulation, Excel Formulas, Data Compilation, Pivot Tables And Charts, SQL, Data Integration, Data Transformation, User Feedback
状态：免费试用Duke University
您将获得的技能: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Web Scraping, Ggplot2, Model Evaluation, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Regression Analysis, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control
状态：免费试用Duke University
您将获得的技能: Pandas (Python Package), Data Cleansing, Data Manipulation, Data Preprocessing, Data Quality, NumPy, File I/O, Data Integration, Python Programming, Data Import/Export, Data Analysis, Exploratory Data Analysis, Debugging
状态：免费试用University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Statistical Software, Probability & Statistics, Data Analysis, R (Software), Data Visualization, Statistical Inference, Variance Analysis, Sampling (Statistics)
状态：免费试用Microsoft
您将获得的技能: Extract, Transform, Load, Data Cleansing, Power BI, Data Transformation, Data Manipulation, Data Management, Data Quality, Data Preprocessing, Data Validation, Data Integration, Data Modeling, Data Import/Export, Data Storage
状态：预览Northeastern University
您将获得的技能: Database Design, Database Theory, MongoDB, Database Development, Database Management Systems, Databases, Data Modeling, Database Architecture and Administration, NoSQL, Relational Databases, Unified Modeling Language, SQL, Data Integrity, Performance Tuning, Diagram Design, Software Architecture, Conceptual Design
状态：预览University of California, Davis
您将获得的技能: Data Governance, SQL, Data Quality, Data Manipulation, Data Transformation, Query Languages, Data Modeling, Database Systems, Relational Databases, Data Processing, Data Analysis
状态：免费试用University of Maryland, College Park
您将获得的技能: 统计分析, 统计方法, 数据质量, R（软件）, 数据分析, 数据转换, R 语言程序设计（中文版）, 回归分析, 统计建模, 数据清理, STATA （软件）, 统计软件, 抽样（统计）
状态：免费试用Johns Hopkins University
您将获得的技能: Data Presentation, Graphic and Visual Design, Data Storytelling, Design Elements And Principles, Plot (Graphics), Data Literacy, Exploratory Data Analysis, Scatter Plots
状态：免费试用University of Colorado Boulder
您将获得的技能: Matplotlib, Web Scraping, Pivot Tables And Charts, Pandas (Python Package), Data Integration, Statistical Visualization, Data Manipulation, Exploratory Data Analysis, Data Wrangling, Data Visualization, Data Transformation, Data Cleansing, Data Preprocessing, Data Presentation, Plot (Graphics), Data Visualization Software, Statistical Analysis, Seaborn, NumPy, Python Programming
总之，以下是 10 最受欢迎的 data mining 课程
- 数据可视化基础: University of Colorado Boulder
- 管理数据分析: Johns Hopkins University
- Analyze Data to Answer Questions: Google
- Data Science with R: Duke University
- Pandas for Data Science: Duke University
- Data Driven Decision Making: University of Colorado Boulder
- Data Preparation and Management: Microsoft
- Data-Driven Systems: DBMS, SQL & Data Modeling: Northeastern University
- SQL für Data Science: University of California, Davis
- 处理缺失数据: University of Maryland, College Park
