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: 应用数学, 衍生产品, 数据科学, 微积分, 数值分析, 制图, 数据分析, 代数, 积分微积分, 数学理论与分析, 统计方法, 线性代数
状态：免费试用University of Michigan
您将获得的技能: Relational Databases, Databases, Data Visualization Software, Web Scraping, Data Science, Scatter Plots, Data Manipulation, SQL, Data Processing, JSON, Application Programming Interface (API), Data Import/Export, Python Programming, Extensible Markup Language (XML), Hypertext Markup Language (HTML)
Google Cloud
您将获得的技能: 交互式数据可视化, 数据可视化软件, 探索性数据分析, 数据展示, 分析, 数据管理, 数据访问, 数据分析, 仪表板, Google 云端平台, Looker (软件)
状态：新状态：免费试用Starweaver
您将获得的技能: Prompt Engineering, Generative AI Agents, Retrieval-Augmented Generation, Generative Model Architectures, CrewAI, AI Orchestration, Vector Databases, AI Workflows, Model Deployment, AI Personalization, Generative AI, Transfer Learning, Kubernetes, Enterprise Application Management, ChatGPT, Agentic systems, MLOps (Machine Learning Operations), Python Programming, System Monitoring, Engineering
状态：免费试用您将获得的技能: Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Data Presentation, Data Storytelling, Data Visualization Software, Microsoft Copilot, Statistical Analysis, Data Analysis, Statistical Methods, Data Integration, Data-Driven Decision-Making
状态：免费试用您将获得的技能: Computational Thinking, Algorithms, Graph Theory, Data Structures, Computer Programming, C++ (Programming Language), Object Oriented Programming (OOP)
状态：免费试用Imperial College London
您将获得的技能: 回归分析, Python 程序设计, 衍生产品, 微积分, 数学建模, 应用数学, NumPy, 无监督学习, Algorithm, 统计, 数据预处理, 功能工程, Jupyter, 高等数学, 机器学习算法, 人工神经网络, 降维, 线性代数
状态：新状态：免费试用您将获得的技能: User Research, UI/UX Research, Prototyping, Design Research, User Experience, User Experience Design, User Interface and User Experience (UI/UX) Design, Persona (User Experience), Artificial Intelligence, Experience Design, User Centered Design, Prompt Patterns, User Interface (UI), Design, Design Thinking, User Interface (UI) Design, Wireframing, Presentations, Responsible AI, Professional Development
Google Cloud
您将获得的技能: Big Data, Data Import/Export, Data Analysis, Analytics, Google Cloud Platform, Query Languages, Cloud Computing
Ball State University
您将获得的技能: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Financial Data, Artificial Intelligence, Health Informatics, Natural Language Processing, R Programming
状态：新状态：预览您将获得的技能: Data Storytelling, Data Presentation, Plotly, Matplotlib, Exploratory Data Analysis, Plot (Graphics), Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Data Analysis, Box Plots, Descriptive Statistics, Jupyter, Data Science, Anomaly Detection, Python Programming, GitHub
状态：免费试用您将获得的技能: Data Analysis Expressions (DAX), Power BI, Pivot Tables And Charts, Microsoft Excel, R Programming, Alteryx, Dashboard, Statistical Programming, Data Transformation, Tableau Software, Data Cleansing, Data Presentation, Data Visualization Software, Interactive Data Visualization, Debugging, Data Visualization, Automation, Python Programming, Data Structures, Statistical Analysis
总之，以下是 10 最受欢迎的 data mining 课程
- 通往数据科学的高速公路：基本数学: University of Colorado Boulder
- Answering Interesting Questions with Data: University of Michigan
- Looker 数据浏览器 - Qwik Start: Google Cloud
- GenAI Data and Analytics Academy: Starweaver
- Advanced Data Analysis & Visualization with Copilot in Excel: Microsoft
- C++: Non-Linear Data Structures: Codio
- 机器学习数学: Imperial College London
- AI Tools, Data, and Experience Design: AI CERTs
- Analyzing Billing Data with BigQuery: Google Cloud
- Master of Science in Data Science: Ball State University
