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Dartmouth College
您将获得的技能: Algorithm, 嵌入式软件, 计算机编程, 数据结构, C（编程语言）, 系统编程, 计算机编程工具, 计算机工程, 编程原则, 调试, 嵌入式系统
状态：新状态：预览Northeastern University
您将获得的技能: Generative AI, Transfer Learning, Generative Adversarial Networks (GANs), Applied Machine Learning, Small Data, Autoencoders, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning Methods, Computer Graphics, Machine Learning, Image Analysis, Machine Learning Algorithms, Data Synthesis, Simulation and Simulation Software, Computer Vision, Augmented and Virtual Reality (AR/VR), Simulations, 3D Assets
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: Risk Management, Enterprise Risk Management (ERM), Risk Analysis, Risk Control, Cyber Risk, Persuasive Communication, Tableau Software, Data Visualization, Data Visualization Software, Data Literacy, Cybersecurity, Empathy, Diversity Equity and Inclusion Initiatives, Communication, Heat Maps, Stakeholder Analysis, Algorithms
您将获得的技能: Data Visualization, Dashboard, Interactive Data Visualization, Data Presentation, Data Visualization Software, Collaborative Software, Data Sharing, Data Science, Data Analysis, Business Intelligence, Data Integration, Data Modeling, Data Import/Export
状态：免费试用您将获得的技能: Data Warehousing, Extract, Transform, Load, Snowflake Schema, Star Schema, Business Intelligence, Data Modeling, Database Design, Data Management, Data Integration, Performance Tuning, Databases, Data Transformation, Scalability
状态：预览Edureka
您将获得的技能: 人工智能, 技术解决方案, 安全意识, 生成式人工智能
状态：免费试用Vanderbilt University
您将获得的技能: Data Presentation, Regression Analysis, Statistical Analysis, Statistical Reporting, Correlation Analysis, Technical Communication, Probability & Statistics, Scatter Plots, Data Analysis, Predictive Analytics, Generative AI, Statistical Modeling
您将获得的技能: Dashboard, Data Preprocessing, Data Visualization Software, Real Time Data, Node.JS, Data Analysis, Application Programming Interface (API), Web Development Tools, JSON, Javascript
状态：免费您将获得的技能: Data Cleansing, Data Transformation, Alteryx, Data Manipulation, Data Import/Export, Data Preprocessing, Workflow Management, Data Literacy, Project Schedules, Data Visualization, Scheduling, Data Analysis Expressions (DAX), Automation, Exploratory Data Analysis
状态：免费试用University of Colorado Boulder
您将获得的技能: 微服务, 可扩展性, 数据库系统, 分布式计算, 数据存储, 性能调整, 模型评估, 软件架构, 软件工程, 大数据, 性能测试, 预测建模, 数据架构
您将获得的技能: Graph Theory, Javascript, Program Development, Programming Principles, Software Design Patterns, Computational Thinking, Debugging, Development Environment, Computer Science, Performance Tuning
状态：免费试用Stanford University
您将获得的技能: 社交网络分析, Algorithm, 计算逻辑, 网络模型, 网络分析, 数据结构, Networking 路由器, 理论计算机科学, 图论, 编程原则
总之，以下是 10 最受欢迎的 data mining 课程
- C 语言编程：高级数据类型 - 5: Dartmouth College
- Machine Learning with Small Data Part 2: Northeastern University
- Empathy and Data in Risk Management: University of Illinois Urbana-Champaign
- Google Data Studio - Création de Tableaux de Bords Interactifs: Coursera
- Data Warehousing: Schema, ETL, Optimal Performance: Coursera
- Gen AI 促进数据隐私与保护: Edureka
- From Data to Decisions: Making Predictions with AI: Vanderbilt University
- Real-time data visualization dashboard using Node-red: Coursera
- Data Preparation with Alteryx: Automating Analytics: Coursera
- 大数据软件架构模式: University of Colorado Boulder
