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: Data Structures, File I/O, Network Routing, Computer Networking, Object Oriented Programming (OOP), Python Programming, Network Routers, Algorithms, Computer Programming
状态：免费试用Scrimba
您将获得的技能: 人工智能, 负责任的人工智能, OpenAI 应用程序接口, 关键管理, 数据伦理, 计算机编程, 生成式人工智能, 应用编程接口 (API), AI 安全, ChatGPT, Prompt Engineering
28DIGITAL
您将获得的技能: 创新, 模型评估, 数据预处理, 负责任的人工智能, 系统设计, 机器学习算法, 数据伦理, 预测建模, 应用机器学习, 系统要求, Algorithm, 数据驱动的决策制定
状态：免费试用Duke University
您将获得的技能: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, AI Security, Regression Analysis, Generative AI, Artificial Intelligence, Predictive Modeling, AI Product Strategy, Statistical Modeling, Python Programming, Machine Learning, Model Evaluation, Applied Machine Learning, Logistic Regression, Deep Learning, Visualization (Computer Graphics), Plot (Graphics), Artificial Neural Networks
状态：新状态：预览Fractal Analytics
您将获得的技能: Model Context Protocol, AI Security, Threat Modeling, AI Workflows, Secure Coding, LLM Application, Enterprise Architecture, Generative AI Agents, Security Controls, Interoperability, Agentic systems, Generative AI
状态：预览Universidade de São Paulo
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Statistical Methods, Data-Driven Decision-Making, Quantitative Research, Statistical Analysis, Decision Making, Probability Distribution
状态：免费试用Vanderbilt University
您将获得的技能: 集思广益, 克劳德人类学, 创造性思维, 解决问题, Prompt Engineering, 多模式 Prompt, 决策, 生成式人工智能, 批判性思维, 游戏设计, ChatGPT, 认知灵活性
状态：免费试用Johns Hopkins University
您将获得的技能: Linear Algebra, Applied Mathematics, Algebra, Advanced Mathematics, Geometry, Data Transformation, Applied Machine Learning, Dimensionality Reduction, Markov Model, Probability
状态：免费试用University of California, Santa Cruz
您将获得的技能: 数据分析, 统计推理, 统计建模, 时间序列分析和预测, 数学建模, 回归分析, R（软件）, 贝叶斯统计, 概率分布, R 语言程序设计（中文版）, 预测
您将获得的技能: Google Analytics, Web Analytics, Benchmarking, Content Performance Analysis, Customer Engagement, Customer Analysis, Performance Analysis, Management Reporting, Customer Retention, User Research, Real Time Data, Marketing
您将获得的技能: Statistical Inference, Probability Distribution, R Programming, Statistical Visualization, Statistics, Data Visualization, Statistical Analysis, Statistical Modeling, Statistical Hypothesis Testing, Data Analysis, Probability
状态：免费试用University of Michigan
您将获得的技能: Generative AI, Model Evaluation, Data Ethics, Data Analysis, Data-Driven Decision-Making, Data Literacy, AI Enablement, Artificial Intelligence, Big Data, Machine Learning, Social Impact
总之，以下是 10 最受欢迎的 data mining 课程
- Determine Shortest Paths Between Routers Using Python: Coursera
- 人工智能工程入门: Scrimba
- 基本推荐系统: 28DIGITAL
- Explainable AI (XAI): Duke University
- Model Context Protocol (MCP) Mastery: Fractal Analytics
- Estatística não-paramétrica para a tomada de decisão: Universidade de São Paulo
- 为孩子、家长和老师设计的 AI 生成器: Vanderbilt University
- Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors: Johns Hopkins University
- 贝叶斯统计：时间序列分析: University of California, Santa Cruz
- Digging Deeper into Audience Reports in Google Analytics: Coursera
