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University of California San Diego
您将获得的技能: 面向对象编程（OOP）, Networking 路由器, 理论计算机科学, 可维护性, 面向对象设计, 数据结构, Java 编程, Java, Algorithm, 软件设计, 计算思维, 应用程序开发, 图论
状态：免费试用您将获得的技能: Dashboard, Data Storytelling, Tableau Software, Peer Review, Data Visualization Software, Presentations, Data Visualization, Interactive Data Visualization, Data Cleansing, Business Intelligence, Real Time Data, Data Manipulation, Transact-SQL, Data Quality, Data Transformation, Data Preprocessing, Data Validation, Data Sharing, Data Integration, Data Analysis
状态：免费试用University of California, Santa Cruz
您将获得的技能: 统计建模, 统计推理, 概率与统计, R 语言程序设计（中文版）, 贝叶斯统计, 统计可视化, 统计, 分析技能, 统计方法, R（软件）, 概率分布, 数据建模, 微软Excel, 概率, 预测建模, 数据可视化, 回归分析, 数据分析
状态：预览University of California, Davis
您将获得的技能: Data Quality, Data Cleansing, Computer Vision, Visualization (Computer Graphics), Data Preprocessing, Deep Learning, Image Analysis, Convolutional Neural Networks, Model Evaluation, Data Manipulation, Applied Machine Learning, Data Analysis
状态：预览Starweaver
您将获得的技能: SQL, Business Intelligence, Jupyter, Python Programming
状态：免费试用Arizona State University
您将获得的技能: Computational Thinking, Data Strategy, Small Data, Unstructured Data, Data Access, Data Literacy, Data Analysis, Data Integration, Data Management, Data-Driven Decision-Making, Data Collection
状态：免费试用您将获得的技能: Generative AI, Responsible AI, Exploratory Data Analysis, AI Enablement, Data-Driven Decision-Making, Artificial Intelligence, Pandas (Python Package), Automation, Data Cleansing, Data Preprocessing, Data Visualization Software, Descriptive Statistics, Data Validation
状态：预览您将获得的技能: Extract, Transform, Load, Data Integration, SQL Server Integration Services (SSIS), Data Cleansing, Data Pipelines, Data Quality, Data Migration, Database Management, Data Transformation, File Management, Data Manipulation, Data Processing, Metadata Management, JSON, Extensible Markup Language (XML), Debugging
状态：免费试用Duke University
您将获得的技能: Web Scraping, Data Ethics, Data Transformation, Tidyverse (R Package), Data Wrangling, Data Cleansing, Data Manipulation, Data Collection, Data Pipelines, Data Preprocessing, Personally Identifiable Information, Data Integrity, R Programming, Exploratory Data Analysis, Information Privacy, Statistical Programming
状态：免费试用University of Michigan
您将获得的技能: Data Literacy, Statistical Hypothesis Testing, Scientific Methods, Data Analysis, Experimentation, Research Design, Research, Peer Review, Probability & Statistics, Statistical Inference, Statistical Methods, Media and Communications
状态：免费试用Vanderbilt University
您将获得的技能: Data Presentation, Regression Analysis, Generative AI, Statistical Methods, Data Literacy, Statistical Analysis, Statistical Reporting, Data-Driven Decision-Making, Correlation Analysis, Technical Communication, Data Visualization, Probability & Statistics, Data Analysis, Exploratory Data Analysis, Scatter Plots, Descriptive Statistics, Statistical Hypothesis Testing, Predictive Analytics, Data Storytelling, Box Plots
状态：免费试用Johns Hopkins University
您将获得的技能: 数学建模, 微积分, 相关性分析, 应用数学, 制图, 统计, 分析技能, R（软件）, 几何学, 代数, 测量系统, 普通数学, 三角法, 数据分析, 回归分析
总之，以下是 10 最受欢迎的 data mining 课程
- Java 高级数据结构: University of California San Diego
- Tableau Data Analyst Certification Preparation: SkillUp
- 贝叶斯统计：从概念到数据分析: University of California, Santa Cruz
- Hands-on Data Centric Visual AI: University of California, Davis
- Build a Data Warehouse Using BigQuery: Starweaver
- Dark Data Basics - Understanding the Unknown: Arizona State University
- Transforming Exploratory Data Analysis with AI: Coursera
- Data Integration and ETL with Talend: Edureka
- Data Tidying and Importing with R: Duke University
- How Science Turns Data Into Knowledge: University of Michigan
