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：新状态：预览您将获得的技能: LangChain, Agentic Workflows, CI/CD, LangGraph, AI Orchestration, AI Workflows, Model Deployment, Continuous Integration, DevOps, Continuous Deployment, Generative AI Agents, Application Deployment, AI Enablement, Cloud Deployment, Test Automation, AI Product Strategy, Program Development, Microsoft Copilot, Maintainability, Agentic systems
状态：免费试用Imperial College London
您将获得的技能: 微积分, 无监督学习, 线性代数, 功能工程, Jupyter, 数据预处理, Python 程序设计, NumPy, 高等数学, 统计, 降维
状态：免费试用Johns Hopkins University
您将获得的技能: 统计分析, 实验, 统计建模, 医学影像, 统计推理, 数据预处理, 磁共振成像, 研究设计, 神经学, 图像分析, 统计
Google Cloud
您将获得的技能: SQL, Data Validation, Data Access, Query Languages, Data Mining, Data Analysis, Google Analytics
状态：新状态：免费试用您将获得的技能: AI Enablement, Regulatory Requirements, Responsible AI, Compliance Management, Business Transformation, Risk Analysis, Regulation and Legal Compliance, Business Solutions, Cross-Functional Team Leadership, Key Performance Indicators (KPIs), Digital Transformation, Business Risk Management, Scalability, Risk Management, Culture Transformation, Cross-Functional Collaboration, Data-Driven Decision-Making, Employee Training
状态：新状态：预览Coursera
您将获得的技能: LangGraph, AI Orchestration, System Monitoring, CrewAI, Agentic Workflows, Continuous Monitoring, Agentic systems, Enterprise Application Management, Event Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Site Reliability Engineering, AI Enablement, Model Deployment, Generative AI Agents, Generative Model Architectures, AI Security, Systems Architecture, Software Architecture, Application Deployment, Middleware
状态：免费试用Rice University
您将获得的技能: 统计分析, 探索性数据分析, 商业分析, 数据展示, 微软Excel, 回归分析, 技术交流, 预测分析, 统计报告, 分析技能, 数据分析, 统计方法
状态：新状态：免费试用您将获得的技能: Responsible AI, Model Evaluation, Business Analytics, Dashboard, Business Analysis, Data Ethics, Analysis, Analytical Skills, Performance Analysis, Predictive Analytics, Business Metrics, Business Communication, Performance Measurement, Regional Sales, Data-Driven Decision-Making, Technical Communication, Key Performance Indicators (KPIs), Continuous Quality Improvement (CQI), Process Improvement and Optimization, Performance Testing
状态：免费试用University of Colorado Boulder
您将获得的技能: 沟通, 数据可视化软件, 数据驱动的决策制定, 演讲, 数据展示, 商业分析, 分析, 数据分析, 数据叙事, 技术交流, 案例研究, 统计报告
状态：预览University of London
您将获得的技能: 统计假设检验, 抽样（统计）, 数据驱动的决策制定, 统计建模, 概率分布, 数据分析, 概率与统计, 数学建模, 数据可视化, 统计推理, 描述性统计, 统计, 概率, 风险模型
状态：免费试用您将获得的技能: 统计编程, 数据处理, 数据展示, 数据分析, 数据操作, 数据转换, 数据整合, SAS（软件）
状态：新您将获得的技能: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, Cloud Management, Kubernetes, Large Language Modeling, CI/CD, Cloud Deployment, Machine Learning Methods, Continuous Deployment, Tensorflow, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration, Feature Engineering, Containerization, Performance Tuning
总之，以下是 10 最受欢迎的 data mining 课程
- Agentic AI Content for Practitioners: Software: Coursera
- 机器学习数学PCA: Imperial College London
- 核磁共振成像原理 1: Johns Hopkins University
- Troubleshooting Common SQL Errors with BigQuery: Google Cloud
- Lead the AI-Enabled Business Transformation: LearnQuest
- Advanced Multi-Agent AI System: Coursera
- 商业统计与分析: Rice University
- No-Code Model Evaluation, Communication, and Business Impact: LearnQuest
- 传达业务分析结果: University of Colorado Boulder
- 概率与统计：p 还是不 p？: University of London
