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Tsinghua University
您将获得的技能: Data Structures, Algorithms, Computational Thinking, Computer Programming, Computer Science, Data Storage
状态：免费试用University of Colorado Boulder
您将获得的技能: Service Level, Database Management, Acceptance Testing, Software Engineering, Web Applications, Performance Testing, Scalability, Microservices, Software Architecture, Data Architecture, Distributed Computing, Data Infrastructure, System Monitoring, Functional Requirement, Application Deployment, User Acceptance Testing (UAT), Application Development, Prototyping, Predictive Modeling, Big Data
状态：免费试用您将获得的技能: Power BI, Data Ethics, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Business Intelligence, Advanced Analytics, Data Analysis Expressions (DAX), Analytics, Data-Driven Decision-Making, Exploratory Data Analysis, Trend Analysis, Time Series Analysis and Forecasting, Scatter Plots, Forecasting, Geospatial Information and Technology, Root Cause Analysis
状态：免费试用您将获得的技能: Data Ethics, Generative AI, Microsoft Copilot, Data Quality, Responsible AI, Generative Adversarial Networks (GANs), Data Preprocessing, Data Cleansing, Data Processing, Data Synthesis, Data Transformation, Feature Engineering, Data Validation, Information Privacy
状态：免费试用Google Cloud
您将获得的技能: Dataflow, Data Pipelines, Serverless Computing, Identity and Access Management, Data Infrastructure, Cloud Security, Cloud Computing, Data Integrity, Performance Tuning, CI/CD, Data Processing, Debugging, Real Time Data, System Monitoring, Data Storage Technologies, Unit Testing, Containerization, Interoperability, File I/O, Data Transformation
状态：新状态：预览您将获得的技能: Data Modeling, Enterprise Resource Planning, Dashboard, Business Intelligence, Data Visualization Software, Workflow Management, Pivot Tables And Charts, Data Import/Export, Extract, Transform, Load, Data Integration, Microsoft Excel, Data Transformation, Data Security, Scripting
状态：免费试用Microsoft
您将获得的技能: 数据驱动的决策制定, 商业分析, 数据收集, Power BI, 数据转换, 数据可视化软件, 微软 365, 数据分析, 微软动力平台
Google Cloud
您将获得的技能: Big Data, Data Cleansing, Exploratory Data Analysis, Google Analytics, Data Integration, Data Manipulation, SQL, Database Administration
状态：免费试用Meta
您将获得的技能: 数据库, JSON, 数据库管理, 移动开发, 安卓开发, Android Studio, API 设计, 网络应用, 还原式 API, Kotlin, 数据持久性, SQL
状态：免费试用University of Michigan
您将获得的技能: 统计建模, Python 程序设计, 统计推理, 模型评估, 贝叶斯统计, 统计方法, 统计机器学习, 统计编程, 统计分析, 预测建模, 数据可视化软件, 统计软件, Jupyter, 逻辑回归, 回归分析
您将获得的技能: SQL, MySQL, Data Manipulation, Data Access, PostgreSQL, Data Management
状态：免费试用University of Colorado Boulder
您将获得的技能: Dashboard, Data Visualization Software, Tableau Software, Data Visualization, Interactive Data Visualization, Data Storytelling, Data Presentation, Data Analysis, Geospatial Mapping, Histogram, Advanced Analytics, Spatial Analysis, Scatter Plots, Data Science, Data Manipulation, Data Import/Export, Business Analytics, Marketing Analytics, Analytics, Forecasting
总之，以下是 10 最受欢迎的 data mining 课程
- Data Structures and Algorithms (I): Tsinghua University
- Software Architecture for Big Data: University of Colorado Boulder
- Visualization for Data Analysis with Power BI: Microsoft
- Data Processing and Optimization with Generative AI: Microsoft
- Serverless Data Processing with Dataflow: Google Cloud
- QlikView & QlikSense: Build & Analyze Data Models: EDUCBA
- 借助 Power BI 利用数据的力量: Microsoft
- Troubleshooting and Solving Data Join Pitfalls: Google Cloud
- 在 Android 中处理数据: Meta
- 用 Python 对数据拟合统计模型: University of Michigan
