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The Chinese University of Hong Kong
您将获得的技能: Regression Analysis, Statistical Analysis, Statistical Methods, Correlation Analysis, Advanced Analytics, Social Sciences, Exploratory Data Analysis, Data Analysis, Statistical Modeling, Time Series Analysis and Forecasting, Data Analysis Software, Model Evaluation
状态：免费试用Corporate Finance Institute
您将获得的技能: Star Schema, Data Modeling, Tableau Software, Interactive Data Visualization, Business Intelligence, Extract, Transform, Load, Dashboard, Performance Tuning, Technical Analysis, Database Design, Data Visualization Software, Data Warehousing, Market Data, Data Transformation, Data Presentation, Investment Banking, Exploratory Data Analysis, Tree Maps, Data Storytelling, Data Visualization
状态：免费试用您将获得的技能: Matplotlib, NumPy, Embeddings, Data Visualization, Natural Language Processing, Semantic Web, Data Manipulation, Linear Algebra, Seaborn, Deep Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Text Mining, Data Science, Data Processing, Applied Machine Learning, Unstructured Data, Markov Model, Data Preprocessing
状态：免费试用您将获得的技能: Natural Language Processing, Text Mining, Data Manipulation, Unstructured Data, Markov Model, Data Preprocessing, Python Programming, Applied Machine Learning, Feature Engineering, Algorithms, Probability & Statistics
状态：预览University of California, Davis
您将获得的技能: Prompt Engineering, AI Workflows, Agentic systems, Generative AI, AI Orchestration, Artificial Intelligence, Responsible AI, Innovation, Algorithms
状态：免费Amazon Web Services
您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Deep Learning, AI Enablement, Artificial Intelligence, Amazon Web Services, Applied Machine Learning, Machine Learning, Digital Transformation
状态：免费试用您将获得的技能: 检索-增强生成, 矢量数据库, 自然语言处理, 文件管理, 用户界面（UI）, 生成式人工智能, LLM 申请, 嵌入
您将获得的技能: Data Import/Export, Data Analysis, Data Visualization, Programming Principles, Python Programming
状态：免费试用Coursera
您将获得的技能: 人工智能, 数据分析, 撰写报告, 业务流程自动化, 生成式人工智能, 数据收集, AI 赋能, 数字化转型, 运行效率, 自动化, 业务报告
状态：免费试用您将获得的技能: Pivot Tables And Charts, Microsoft Excel, Dashboard, Data Presentation, Business Reporting, Interactive Data Visualization, Data Visualization Software, Excel Formulas, Data Import/Export, Data Cleansing, Data Transformation, Data Analysis, Timelines
Coursera
您将获得的技能: Model Evaluation, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Pandas (Python Package), Natural Language Processing, Data Preprocessing, Data Analysis, Classification Algorithms, Python Programming, Machine Learning
状态：免费试用您将获得的技能: Customer Success Management, Generative AI Agents, Customer Service, AI Enablement, Customer Support, Customer experience improvement, AI Personalization, Customer Engagement, Personalized Service, Data Ethics, Automation, Business Ethics, Information Privacy, Systems Integration
总之，以下是 10 最受欢迎的 data mining 课程
- Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话): The Chinese University of Hong Kong
- Advanced Tableau: Corporate Finance Institute
- Natural Language Processing with Real-World Projects: Packt
- Introduction to NLP and Syntactic Processing: Packt
- AI Agents: From Prompts to Multi-Agent Systems: University of California, Davis
- Fundamentals of Machine Learning and Artificial Intelligence: Amazon Web Services
- 项目使用 RAG 和 LangChain 的生成式 AI 应用程序: IBM
- Python for Beginners: Variables and Strings: Coursera
- 利用生成式人工智能自动生成报告: Coursera
- Mastering Advanced Pivot Tables in Excel: Packt
