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University of Toronto
您将获得的技能: Scientific Visualization, Data Visualization Software, Statistical Visualization, Interactive Data Visualization, Bioinformatics, Ggplot2, Visualization (Computer Graphics), R (Software), Dimensionality Reduction, Scatter Plots, R Programming, Network Analysis, Exploratory Data Analysis, Heat Maps, Molecular Biology, Design Thinking
状态：免费试用您将获得的技能: Prompt Engineering, Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Generative AI, Data Ethics, Responsible AI, Infographics, Data Visualization, Anomaly Detection, Excel Formulas, Predictive Modeling, Data Visualization Software, Microsoft Copilot, Business Reporting, Risk Analysis, Text Mining, Predictive Analytics, Automation
状态：免费试用Google Cloud
您将获得的技能: 仪表板, 数据库设计, 数据建模, Looker (软件), SQL, 数据分析, 版本控制, 数据持久性, 数据仓库
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: Data Storytelling, Interactive Data Visualization, Data Visualization Software, Data Presentation, Data Visualization, Tableau Software, Matplotlib, Geospatial Information and Technology, Spatial Analysis, Geospatial Mapping, Visualization (Computer Graphics), Seaborn, Infographics, Heat Maps, Data Ethics, Text Mining, Data Mapping, Network Analysis
状态：预览您将获得的技能: Big Data, Data Processing, Data Analysis, Analytics, Data Lakes, Data Warehousing, Apache Spark, Data Storage Technologies, Apache Hadoop, Real Time Data, Distributed Computing
状态：免费试用IBM
您将获得的技能: Python 程序设计, 数据库, Apache Spark, 数据管道, 大数据, 数据库设计, IBM DB2, IBM Cognos 分析, 数据架构, MongoDB, SQL, 数据分析, MySQL, 应用机器学习, NoSQL, 关系数据库, 摘录, PostgreSQL, 数据仓库, 统计报告
状态：免费试用University of Glasgow
您将获得的技能: Data Literacy, Business Transformation, Data-Driven Decision-Making, Strategic Leadership, Leadership, Leadership Development, Leadership and Management, Organizational Change, Big Data, Data Management, Analytical Skills, Decision Making, Agile Methodology
状态：免费试用University of Colorado Boulder
您将获得的技能: Sampling (Statistics), Estimation, Risk Analysis, Statistical Methods, Statistical Software, Return On Investment, Statistical Analysis, Sample Size Determination, R (Software), Data Analysis, Business Risk Management, Probability & Statistics, Statistical Inference, Project Estimation, Business Analysis
状态：免费试用Cloudera
您将获得的技能: Apache Hadoop, 数据管理, 数据库, 数据库管理, 数据库系统, 数据库设计, 大数据, Operator 数据库, 性能调整, SQL, 亚马逊 S3, 关系数据库, Apache Hive, 数据分析, NoSQL, 数据存储, 数据仓库, 云存储, MySQL, 亚马逊网络服务
状态：免费试用University of California San Diego
您将获得的技能: 可扩展性, Apache Hadoop, 数据管理, 数据处理, 数据结构, 数据库设计, 大数据, 实时数据, 数据建模, NoSQL, 虚拟环境, 数据库管理系统
状态：免费试用Johns Hopkins University
您将获得的技能: 应用编程接口 (API), 数据库, 谷歌工作表, 数据整合, 网页抓取, 电子表格软件, 关系数据库, SQL, 数据转换, 数据导入/导出, R 语言程序设计（中文版）, 可扩展标记语言（XML）, Tidyverse（R 软件包）, 非结构化数据, 数据操作
状态：新状态：免费试用您将获得的技能: Apache Hadoop, Big Data, Cloud Management, File Systems, Data Processing, Data Storage, Java, Operating System Administration, Systems Administration, Distributed Computing, Command-Line Interface, Linux Commands
总之，以下是 10 最受欢迎的 data mining 课程
- Data Visualization for Genome Biology: University of Toronto
- Microsoft Generative AI for Data Analysis: Microsoft
- 使用 LookML 开发数据模型: Google Cloud
- Interactive, Geospatial & Narrative Data Visualization: University of Pittsburgh
- Big Data Technologies and Applications: Coursera
- 数据工程顶点项目: IBM
- Data-Driven Leadership Skills Course 3: Data-Driven Leaders: University of Glasgow
- Data Acquisition, Risk, and Estimation: University of Colorado Boulder
- 使用 SQL 进行现代大数据分析: Cloudera
- 大数据建模和管理系统: University of California San Diego
