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Illinois Tech
您将获得的技能: Database Systems, Relational Databases, Database Management, Database Theory, Databases, SQL, Database Design, Database Management Systems, Database Architecture and Administration, Data Access, Query Languages, Data Modeling, Data Manipulation, User Accounts
Universidad de los Andes
您将获得的技能: Probability, Probability Distribution, Applied Mathematics, Statistics, Risk Management, Risk Modeling, Combinatorics, Descriptive Statistics
状态：免费试用Johns Hopkins University
您将获得的技能: 数据分析, 统计方法, 统计分析, 统计推理, 概率与统计, 回归分析, 抽样（统计）, 生物统计学, 统计假设检验, 统计
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DeepLearning.AI
您将获得的技能: AI 工作流程, ChatGPT, LLM 申请, OpenAI 应用程序接口, Jupyter, Prompt Engineering, 大型语言模型
状态：预览Universidade de São Paulo
您将获得的技能: Network Analysis, Social Network Analysis, Data Visualization, Scientific Visualization, Graph Theory, Exploratory Data Analysis, Environmental Science, Data Analysis, R Programming, Data Science, Mathematical Modeling
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：预览University of Geneva
您将获得的技能: 数据分析, 市场机遇, 国际关系, 运输业务, 数据综合, 数据质量, 社会学, 劳动合规, 分析技能, 经济发展, 经济学, 统计
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University of Michigan
您将获得的技能: Sustainable Development, Geographic Information Systems, Geospatial Mapping, Sustainability Reporting, Spatial Data Analysis, Sustainable Business, Spatial Analysis, Data Storytelling, Environmental Monitoring, Data Visualization, Stakeholder Engagement, Trend Analysis, Decision Making
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
总之，以下是 10 最受欢迎的 data mining 课程
- Introduction to Relational Databases: Illinois Tech
- Fundamentos de probabilidad y aplicaciones: Universidad de los Andes
- 数学生物统计学训练营 2: Johns Hopkins University
- Natural Language Processing with Real-World Projects: Packt
- 使用 ChatGPT API 构建系统: DeepLearning.AI
- Redes Ecológicas: Universidade de São Paulo
- 利用生成式人工智能自动生成报告: Coursera
- Advanced Tableau: Corporate Finance Institute
- 全球统计--用于国际比较的综合指数: University of Geneva
- 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
