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 Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Statistical Software, Probability & Statistics, Data Analysis, R (Software), Data Visualization, Statistical Inference, Variance Analysis, Sampling (Statistics)
状态：免费试用Microsoft
您将获得的技能: Extract, Transform, Load, Data Cleansing, Power BI, Data Transformation, Data Manipulation, Data Management, Data Quality, Data Preprocessing, Data Validation, Data Integration, Data Modeling, Data Import/Export, Data Storage
状态：免费试用University of Pennsylvania
您将获得的技能: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Verbal Communication Skills, Matplotlib, Data Science, Machine Learning
状态：预览Northeastern University
您将获得的技能: Database Design, Database Theory, MongoDB, Database Development, Database Management Systems, Databases, Data Modeling, Database Architecture and Administration, NoSQL, Relational Databases, Unified Modeling Language, SQL, Data Integrity, Performance Tuning, Diagram Design, Software Architecture, Conceptual Design
状态：预览University of California, Davis
您将获得的技能: Data Governance, SQL, Data Quality, Data Manipulation, Data Transformation, Query Languages, Data Modeling, Database Systems, Relational Databases, Data Processing, Data Analysis
状态：预览University of Leeds
您将获得的技能: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Scripting, Software Installation, Data Structures, Data Science
Coursera
您将获得的技能: Plotly, Exploratory Data Analysis, Scatter Plots, Plot (Graphics), Data Visualization, Data Visualization Software, Interactive Data Visualization, Python Programming
状态：免费试用University of Michigan
您将获得的技能: Histogram, Data Visualization, Data Literacy, Data Presentation, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Statistical Visualization, Sampling (Statistics), Data Validation
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 数据库系统, 数据库理论, 数据结构, 数据存储, Algorithm, 数据存储技术, 理论计算机科学
状态：免费试用Meta
您将获得的技能: React Native, JSON, Authentication, 应用程序开发, 数据库, SQL, 网络模型, 数据持久性, 数据管理, 数据存储技术, 还原式 API, 移动开发
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 信息图表, 商业分析, 数据叙事, 网络模型, 财务会计, 数据质量, 数据扫盲, 收入确认, 现金流量, 数据收集, 大数据, 数据分析, 会计, 数据可视化, 知识产权, 分析, 资产管理, 权责发生制会计, 金融报表
状态：免费试用University of Colorado System
您将获得的技能: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
总之，以下是 10 最受欢迎的 data mining 课程
- Data Driven Decision Making: University of Colorado Boulder
- Data Preparation and Management: Microsoft
- How to Use Data: University of Pennsylvania
- Data-Driven Systems: DBMS, SQL & Data Modeling: Northeastern University
- SQL für Data Science: University of California, Davis
- Programming for Data Science: University of Leeds
- Data Visualization using Plotly: Coursera
- How to Describe Data: University of Michigan
- 有序数据结构: University of Illinois Urbana-Champaign
- 使用数据: Meta
