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：预览University of California, Davis
您将获得的技能: Data Governance, SQL, Data Quality, Data Manipulation, Data Transformation, Query Languages, Data Modeling, Database Systems, Relational Databases, Data Processing, Data Analysis
状态：预览University of Leeds
您将获得的技能: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Scripting, Software Installation, Data Structures, Data Science
状态：免费试用Duke University
您将获得的技能: Pandas (Python Package), Data Cleansing, Data Manipulation, Data Preprocessing, Data Quality, NumPy, File I/O, Data Integration, Python Programming, Data Import/Export, Data Analysis, Exploratory Data Analysis, Debugging
状态：免费试用Johns Hopkins University
您将获得的技能: Data Presentation, Graphic and Visual Design, Data Storytelling, Design Elements And Principles, Plot (Graphics), Data Literacy, Exploratory Data Analysis, Scatter Plots
Coursera
您将获得的技能: Plotly, Exploratory Data Analysis, Scatter Plots, Plot (Graphics), Data Visualization, Data Visualization Software, Interactive Data Visualization, Python Programming
状态：免费试用University of Washington
您将获得的技能: 数据叙事, 数据可视化软件, 亚马逊网络服务, 数据伦理, 信息隐私, 技术交流, Data Governance, 大数据, 道德标准与行为, 统计可视化, 云计算
状态：免费试用您将获得的技能: 深度学习, 数据科学, 数据分析, Prompt Engineering, 负责任的人工智能, 数据预处理, 人工智能和机器学习（AI/ML）, 生成式人工智能, 机器学习, AI 工作流程, 数据综合, 数据伦理, AI 赋能, 探索性数据分析, 功能工程, ChatGPT, 提示模式, 原型设计, 预测建模, 数据可视化
状态：免费试用University of Colorado Boulder
您将获得的技能: Matplotlib, Statistical Visualization, Seaborn, Data Visualization, Exploratory Data Analysis, Data Presentation, Plot (Graphics), Data Visualization Software, Descriptive Statistics, Data Storytelling, Pandas (Python Package), Statistical Methods, Data Analysis, Statistics, Statistical Analysis, Data Manipulation, Box Plots, Scatter Plots, Correlation Analysis, Python Programming
状态：免费试用Whizlabs
您将获得的技能: Data Collection, AWS SageMaker, Feature Engineering, Data Preprocessing, Amazon Web Services, Data Migration, Data Cleansing, Jupyter, Dimensionality Reduction, Machine Learning
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 数据结构, Algorithm, 数据库系统, 理论计算机科学, 数据存储技术, 数据库理论, 数据存储
状态：免费试用University of California, Irvine
您将获得的技能: 数据叙事, 数据分析, 数据可视化软件, Tableau 软件, 数据展示, 绘图（图形）, 描述性分析, 探索性数据分析, 描述性统计, 柱状图, 统计可视化
状态：免费试用American Psychological Association
您将获得的技能: Regression Analysis, Correlation Analysis, Statistical Software, Data Visualization, Statistical Analysis, Statistical Methods, Descriptive Statistics, Histogram, Data Analysis, Box Plots, Exploratory Data Analysis, Graphing, Data Visualization Software, Data Literacy, Probability & Statistics, Data Analysis Software, Variance Analysis, Scatter Plots, Statistics, Social Sciences
总之，以下是 10 最受欢迎的 data mining 课程
- SQL für Data Science: University of California, Davis
- Programming for Data Science: University of Leeds
- Pandas for Data Science: Duke University
- Foundations of Data Visualization: Johns Hopkins University
- Data Visualization using Plotly: Coursera
- 传播数据科学成果: University of Washington
- 面向数据科学家的生成式人工智能: IBM
- Data Understanding and Visualization: University of Colorado Boulder
- Data Engineering in AWS: Whizlabs
- 有序数据结构: University of Illinois Urbana-Champaign
