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
您将获得的技能: Model Evaluation, Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Machine Learning, Bayesian Statistics, Data Analysis
状态：免费试用Coursera
您将获得的技能: 负责任的人工智能, 内容创作, 创造力, ChatGPT, 生成式人工智能, 人工智能, 广告活动, 广告, 视频编辑, Prompt Engineering, 数据伦理
状态：免费试用University of California, Santa Cruz
您将获得的技能: 统计建模, 数据分析, 模型评估, 技术交流, 抽样（统计）, 概率分布, 数据展示, R 语言程序设计（中文版）, 统计推理, 贝叶斯统计, 统计分析, 时间序列分析和预测
状态：预览University of California, Davis
您将获得的技能: SQL, Data Manipulation, Data Analysis, Business Analytics, Query Languages, Databases, Relational Databases, Data Management, Data Modeling, Data Integration
状态：免费试用您将获得的技能: Retrieval-Augmented Generation, Vector Databases, AI Workflows, Embeddings, Large Language Modeling, Graph Theory, Query Languages, Data Visualization Software, Development Environment
状态：预览Coursera
您将获得的技能: 商业智能, 业务流程自动化, 负责任的人工智能, 生成式人工智能, 商业分析, 项目实施, 探索性数据分析, 数据叙事, 数据伦理, 数据扫盲, 数据驱动的决策制定, 机器学习
您将获得的技能: Natural Language Processing, Python Programming, Text Mining, Artificial Intelligence, Data Preprocessing, Machine Learning, Applied Machine Learning, Data Collection, Data Analysis
状态：免费试用您将获得的技能: Data Storytelling, Dashboard, Data Presentation, Data Visualization, Database Design, MySQL, Presentations, Descriptive Statistics, Extract, Transform, Load, Business Intelligence, Data Visualization Software, IBM DB2, Tableau Software, Relational Databases, Star Schema, IBM Cognos Analytics, Interactive Data Visualization, Microsoft SQL Servers, Regression Analysis, Excel Formulas
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
您将获得的技能: R Programming, Arithmetic, Statistical Programming, Development Environment, Programming Principles, Data Import/Export
状态：预览University of Colorado Boulder
您将获得的技能: 计算机视觉, 模型评估, 张力流, 卷积神经网络, 深度学习, 应用机器学习, 性能调整, 图像分析, 分类算法, 机器学习, 人工神经网络
状态：免费试用您将获得的技能: Process Capability, Statistical Analysis, Data Analysis, Project Management, Six Sigma Methodology, Statistics, Work Breakdown Structure, Lean Six Sigma, Process Analysis, Data Collection, Project Scoping, Performance Measurement, Customer experience improvement, Quality Improvement, Quality Control
总之，以下是 10 最受欢迎的 data mining 课程
- ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera
- 利用 AI 加强内容创作: Coursera
- 贝叶斯统计：顶点项目: University of California, Santa Cruz
- SQL لعلوم البيانات: University of California, Davis
- AI Enhancement with Knowledge Graphs - Mastering RAG Systems: Packt
- 面向商业智能分析师的 GenAI: Coursera
- Basics of Chatbots with Machine Learning & Python: Packt
- IBM Business Intelligence (BI) Analyst: IBM
- Github CoPilot 入门：用人工智能编写软件: Coursera
- Introduction to R: Basic R syntax: Coursera
