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Rutgers the State University of New Jersey
您将获得的技能: Strategic Sourcing, Procurement, Supplier Management, Supply Chain, Supplier Performance Management, Supply Management, Supply Chain Management, Benchmarking, Competitive Analysis, Business Analytics, Analytics, Business Intelligence, Financial Analysis
Coursera
您将获得的技能: 网页设计与开发, 生成式人工智能, 响应式网页设计, UI 组件, Javascript, Html 和 Css, 网络开发工具, 机器学习, 网络开发, 软件工程, Prompt Engineering
状态：预览Edureka
您将获得的技能: 新兴技术, 数据预处理, 营销管理, 案例研究, 探索性数据分析, 人工智能
状态：预览Johns Hopkins University
您将获得的技能: Version Control, GitHub, Git (Version Control System), Data Transformation, Data Science, Data Analysis, R (Software), Data Processing, R Programming, Rmarkdown, Software Installation, Command-Line Interface
状态：免费试用Fractal Analytics
您将获得的技能: 模型评估, 无监督学习, 数据预处理, 监督学习, 逻辑回归, 决策树学习, 预测建模, 模型部署, 异常检测, 回归分析, 机器学习, 分类算法, 功能工程
状态：免费试用Vanderbilt University
您将获得的技能: AI Orchestration, LangChain, OpenAI API, Generative AI Agents, Prompt Patterns, AI Workflows, Prompt Engineering, Agentic systems, AI Security, Large Language Modeling, Business Logic, File I/O, Transaction Processing, Document Management, Persona Development, Coordination, Plan Execution
您将获得的技能: Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Machine Learning Algorithms, Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Data Analysis
状态：新状态：免费试用您将获得的技能: Software Design, Computational Logic, Computer Programming
状态：免费试用Coursera
您将获得的技能: AI 产品战略, 企业战略, 战略领导力, 业务转型, 业务领导, 大型语言模型, 生成式人工智能, 战略决策, 沟通, AI 赋能, Prompt Engineering
状态：新状态：免费试用Coursera
您将获得的技能: Salesforce, Salesforce Development, Systems Integration, Customer Relationship Management, Customer Relationship Management (CRM) Software, Data Integration, Contract Management, AI Enablement, Responsible AI, Web Services, Business Reporting, Data Ethics, Integration Testing, Artificial Intelligence, Application Programming Interface (API), Software Design Patterns, Security Controls, Customer Data Management, Analytics, Data Security
Duke University
您将获得的技能: Web Scraping, Extensible Markup Language (XML), HTML and CSS, Web Development, Unstructured Data, Web Applications, Python Programming
您将获得的技能: Exploratory Data Analysis, Pandas (Python Package), Seaborn, Jupyter, Matplotlib, Data Analysis, Statistical Analysis, NumPy, Data Cleansing, Descriptive Statistics, Python Programming
总之，以下是 10 最受欢迎的 data mining 课程
- Sourcing Analytics: Rutgers the State University of New Jersey
- Github CoPilot 入门：用人工智能编写软件: Coursera
- Generative AI 在营销分析中的应用: Edureka
- مجموعة أدوات عالم البيانات: Johns Hopkins University
- 机器学习基础: Fractal Analytics
- AI Agents and Agentic AI Architecture in Python: Vanderbilt University
- Scikit-Learn For Machine Learning Classification Problems: Coursera
- Functions and Conditional Statements: Google
- 首席执行官在驾驭 GenAI 方面的作用: Coursera
- Salesforce Starter Kit: Coursera
