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 California San Diego
您将获得的技能: 数据可视化软件, Flask（网络框架）, 模型部署, 分类算法, MLOps（机器学习 Operator）, Data Validation, 监督学习, 数据操作, 机器学习, 数据处理, Python 程序设计, 预测分析, 模型评估, 应用机器学习, 网页抓取, 功能工程, 数据可视化, 设计思维, 预测建模, 机器学习算法
状态：预览Johns Hopkins University
您将获得的技能: Rmarkdown, Data Science, Version Control, R (Software), Big Data, R Programming, Data Visualization Software, General Science and Research, GitHub, Statistical Programming, Git (Version Control System), Data Analysis, Exploratory Data Analysis, Integrated Development Environments, Software Installation
状态：免费试用University of Colorado Boulder
您将获得的技能: Matplotlib, 数据科学, 数据结构, 数据可视化软件, 数据导入/导出, 软件包和软件管理, 数据操作, Python 程序设计, 脚本语言, 编程原则, 绘图（图形）, 脚本, Pandas（Python 软件包）, 功能设计, 软件工程, 柱状图, 计算机编程, Seaborn, NumPy, 数据可视化
状态：预览Georgia Institute of Technology
您将获得的技能: 数据科学, 数据驱动的决策制定, 系统设计, 统计, 结构分析, 数据整合, 数据处理, 大数据, 信息学, 材料科学, 数据挖掘
状态：预览Edureka
您将获得的技能: MongoDB, NoSQL, Database Management, Data Wrangling, Performance Tuning, Database Design, Databases, Data Modeling, Data Store, Query Languages, Scalability, Real Time Data, Disaster Recovery, Data Security
状态：免费试用Johns Hopkins University
您将获得的技能: 数据整理, 数据可视化软件, 散点图, R 语言程序设计（中文版）, 图形软件, 图形工具, 热图, Ggplot2, 绘图（图形）, 数据可视化, Tidyverse（R 软件包）
状态：免费试用University of Colorado Boulder
您将获得的技能: 统计假设检验, 回归分析, 数据科学, 数据伦理, R 语言程序设计（中文版）, 统计推理, 概率与统计, 数据建模, 统计建模, 机器学习, 模型评估, 统计分析, 功能工程, 逻辑回归, 预测建模, 数学建模, 统计方法, 数据分析, 研究设计, 定量研究
状态：新状态：免费试用Macquarie University
您将获得的技能: Information Privacy, Responsible AI, Personally Identifiable Information, Data Security, Data Ethics, General Data Protection Regulation (GDPR), Data Governance, Data Management, Incident Response, Cyber Security Policies, Compliance Management, Cyber Security Strategy, Artificial Intelligence, Data Science, Cybersecurity, Risk Analysis, Accountability, Stakeholder Engagement, Cyber Operations, Algorithms
状态：免费试用您将获得的技能: Responsible AI, AI Security, Telehealth, Health Technology, Generative AI, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Healthcare Ethics, Regulatory Compliance, Health Care Procedure and Regulation, Security Strategy, Medical Privacy, Data Security, Analysis, Innovation, Design
状态：预览您将获得的技能: Marketing Analytics, Dashboard, Data Visualization, Predictive Modeling, Data-Driven Decision-Making, Data Storytelling, Marketing Strategies, Business Analytics, Marketing, Data Visualization Software, Analytics, Customer Insights, Market Data, Market Research, Data Analysis, Strategic Decision-Making
状态：免费试用您将获得的技能: Google Cloud Platform, Data Pipelines, Cloud Engineering, Data Lakes, Data Infrastructure, Data Warehousing, Cloud Storage, Data Storage, Data Storage Technologies, Cloud Development, Data Processing, Scalability
状态：免费试用Duke University
您将获得的技能: Exploratory Data Analysis, Ggplot2, Data Visualization Software, Tidyverse (R Package), Data Visualization, Version Control, Data Analysis, Statistical Methods, Data Wrangling, R Programming, GitHub, Data Transformation, Statistical Analysis, Git (Version Control System), Data Manipulation, Statistical Programming
总之，以下是 10 最受欢迎的 data mining 课程
- 用于预测分析的 Python 数据产品: University of California San Diego
- Der Werkzeugkasten des Data Scientist: Johns Hopkins University
- 通往数据科学的捷径Python 编程: University of Colorado Boulder
- 材料数据科学与信息学: Georgia Institute of Technology
- Data Wrangling with MongoDB: Edureka
- 用 ggplot2 在 R 中实现数据可视化: Johns Hopkins University
- 数据科学应用统计建模: University of Colorado Boulder
- Cyber Security: Data Privacy: Macquarie University
- GenAI for Telemedicine Data Security: Coursera
- Marketing Analytics: Data Predictions and Dashboards: Coursera
