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：新状态：免费试用LearnKartS
您将获得的技能: Cloud Security, Open Web Application Security Project (OWASP), Data Governance, Data Management, Data Security, Cloud API, Secure Coding, Application Security, DevSecOps, Cloud Applications, Key Management, Encryption, Personally Identifiable Information, Information Privacy, General Data Protection Regulation (GDPR), OAuth, Cloud Storage, Application Programming Interface (API), Threat Modeling, Data Encryption Standard
状态：免费试用DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), Large Language Modeling, Spreadsheet Software
状态：免费试用University of California, Davis
您将获得的技能: Algorithm, 研究方法, 负责任的人工智能, 道德标准与行为, 机器学习, 研究, 大数据, AI 赋能, 应用机器学习, 社会科学, 自然语言处理, 数据挖掘, 分析, 数据伦理, 人工智能
状态：免费试用University of Colorado Boulder
您将获得的技能: Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Probability Distribution, Statistical Software, Statistics, R (Software), Data Visualization, Statistical Analysis, Probability, R Programming, Probability & Statistics, Data Manipulation, Histogram, Taxonomy, Data Import/Export
状态：免费试用University of Colorado System
您将获得的技能: Marketing Analytics, Probability & Statistics, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Statistical Analysis, Marketing Effectiveness, Statistical Hypothesis Testing, Customer Insights, Customer Analysis, Correlation Analysis, Descriptive Statistics, Data Analysis, Analytics, Marketing Strategies, Exploratory Data Analysis, Statistical Visualization, Statistical Modeling
状态：免费试用Johns Hopkins University
您将获得的技能: 空间数据分析, R 语言程序设计（中文版）, 交互式数据可视化, Rmarkdown, Ggplot2, 散点图, 数据映射, 统计可视化, Plotly, 动画, 数据可视化软件, 数据操作, Tidyverse（R 软件包）, 地理空间信息与技术
状态：免费试用University of Maryland, College Park
您将获得的技能: 统计分析, 抽样（统计）, 统计建模, 知情同意, R 语言程序设计（中文版）, STATA （软件）, 数据整合, 斯塔塔, 逻辑回归, 回归分析, 描述性统计, 数据伦理, 数据分析软件
状态：免费试用Google Cloud
您将获得的技能: 仪表板, 数据库设计, 数据建模, Looker (软件), SQL, 数据分析, 版本控制, 数据持久性, 数据仓库
状态：免费试用University of California San Diego
您将获得的技能: Algorithm, 理论计算机科学, 数据结构, 面向对象编程（OOP）, Java, JUnit, 性能调整, 单元测试, 调试, 非结构化数据
您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Python Programming
状态：免费试用University of Michigan
您将获得的技能: R (Software), Model Evaluation, Statistical Modeling, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistics, Scripting, Statistical Hypothesis Testing, Package and Software Management, Data Import/Export
状态：免费您将获得的技能: Power BI, Data Transformation, Data Preprocessing, Data Manipulation, Data Cleansing, Feature Engineering, Data Integration, Predictive Modeling, Data Quality
总之，以下是 10 最受欢迎的 data mining 课程
- Cloud Data & Application Security: LearnKartS
- Applied Statistics for Data Analytics: DeepLearning.AI
- 大数据、人工智能与伦理: University of California, Davis
- Defining, Describing, and Visualizing Data: University of Colorado Boulder
- Customer Data Analytics for Marketers: University of Colorado System
- 使用 R 进行高级数据可视化: Johns Hopkins University
- 组合和分析复杂数据: University of Maryland, College Park
- 使用 LookML 开发数据模型: Google Cloud
- 数据结构和性能: University of California San Diego
- Mastering Data Analysis with Pandas: Coursera
