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Whizlabs
您将获得的技能: Serverless Computing, Amazon Web Services, Cloud Computing Architecture, Solution Architecture, Containerization, Data Migration, Cloud Deployment, Data Pipelines, Cloud Solutions, Data Processing
状态：免费试用Johns Hopkins University
您将获得的技能: 数据分析, 数据科学, 互操作性, 健康信息学, 大数据, 数据质量, 健康信息管理, Query 语言, 医疗记录, 医疗保健, 临床信息学, 数据库, 电子病历系统
状态：免费试用Duke University
您将获得的技能: 数据结构, Python 程序设计, 数据采集, 数据操作, 数据库管理, 脚本, 超文本标记语言（HTML）, 网页抓取, 数据导入/导出, SQL, 数据持久性, JSON, 空间分析, MySQL, 数据库
状态：预览Stanford University
您将获得的技能: 描述性统计, 数据分析, 统计, 统计假设检验, 定量研究, 统计建模, 概率分布, 探索性数据分析, 统计推理, 抽样（统计）, 回归分析, 统计方法, 概率, 统计分析
Google Cloud
您将获得的技能: Google Sheets, Query Languages, Spreadsheet Software, Data Manipulation, Data Transformation, Data Cleansing, Excel Formulas, Data Management, Data Analysis, Cloud Computing
状态：免费试用University of Colorado Boulder
您将获得的技能: Tidyverse (R Package), Rmarkdown, R Programming, Ggplot2, Data Import/Export, Data Visualization, Data Manipulation, Data Visualization Software, Data Analysis, Data Science, Data Storytelling, Statistical Analysis, Relational Databases, Data Cleansing, Data Transformation, Statistical Programming, Data Integration, Software Installation, Programming Principles, Communication
状态：新状态：免费试用您将获得的技能: User Research, UI/UX Research, Prototyping, Design Research, User Experience, User Experience Design, User Interface and User Experience (UI/UX) Design, Persona (User Experience), Artificial Intelligence, Experience Design, User Centered Design, Prompt Patterns, User Interface (UI), Design, Design Thinking, User Interface (UI) Design, Wireframing, Presentations, Responsible AI, Professional Development
状态：免费试用您将获得的技能: Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Data Presentation, Data Storytelling, Data Visualization Software, Microsoft Copilot, Statistical Analysis, Data Analysis, Statistical Methods, Data Integration, Data-Driven Decision-Making
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: C++（编程语言）, 数据结构, 面向对象编程（OOP）, 面向对象设计, 开发环境, 计算机编程, 调试, 计划发展, 工程软件
状态：免费试用您将获得的技能: AWS Kinesis, Real Time Data, Apache Spark, Apache Hive, Data Pipelines, Apache Hadoop, Data Processing, Extract, Transform, Load, Amazon Web Services, Serverless Computing, Data Lakes, Data Visualization, Amazon S3, Query Languages, Data Warehousing
状态：新状态：免费试用您将获得的技能: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Time Series Analysis and Forecasting, Data Import/Export, Jupyter, Microsoft Excel, Data Transformation, Matplotlib, Data Analysis, NumPy, Data Cleansing, Data Preprocessing
状态：新状态：免费试用您将获得的技能: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Snowflake Schema, Star Schema, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Data Modeling, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management
总之，以下是 10 最受欢迎的 data mining 课程
- AWS: Compute and Data Transfer: Whizlabs
- 健康信息学的数据科学: Johns Hopkins University
- 使用 Python 和 SQL 编写数据工程脚本: Duke University
- 统计入门: Stanford University
- Finding Data in Google Sheets: Google Cloud
- Expressway to Data Science: R Programming and Tidyverse: University of Colorado Boulder
- AI Tools, Data, and Experience Design: AI CERTs
- Advanced Data Analysis & Visualization with Copilot in Excel: Microsoft
- C++ 中面向对象的数据结构: University of Illinois Urbana-Champaign
- AWS Data Processing and Analysis: Packt
