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IBM
您将获得的技能: 负责任的人工智能, 数据管道, 机器学习, 雪花模式, Prompt Engineering, 数据库设计, 原型设计, Query 语言, 情境管理, 数据仓库, 星形模式, 生成式人工智能, 生成模型架构, 人工智能和机器学习（AI/ML）, 提示模式, 摘录, 数据伦理, 深度学习, ChatGPT, AI 工作流程
状态：免费试用您将获得的技能: Regression Analysis, Logistic Regression, Statistical Hypothesis Testing, Data Analysis, Advanced Analytics, Statistical Analysis, Correlation Analysis, Analytical Skills, Business Analytics, Statistical Modeling, Model Evaluation, Variance Analysis, Predictive Modeling, Machine Learning, Python Programming
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: Data Storytelling, Data Presentation, Plot (Graphics), Data Visualization, Matplotlib, Interactive Data Visualization, Data Visualization Software, Seaborn, Data Analysis, Graphic and Visual Design, Python Programming, Jupyter, Pandas (Python Package), Data Manipulation, NumPy
状态：免费试用您将获得的技能: 数据科学, 数据库, 统计编程, 数据库管理, 数据分析, SQL, 数据库设计, R 语言程序设计（中文版）, 数据建模, 关系数据库, Query 语言, 数据分析软件, 数据操作
状态：新状态：免费试用您将获得的技能: Matplotlib, Data Storytelling, Data Presentation, Data Visualization, Plot (Graphics), Scientific Visualization, Data Visualization Software, Scatter Plots, Image Quality, NumPy, Histogram, Image Analysis
状态：免费试用Duke University
您将获得的技能: 可视化（计算机制图）, Tableau 软件, 仪表板, 利益攸关方沟通, 商业分析, 业务流程改进, 业务过程, 数据叙事, 数据分析, 数据可视化, 数据可视化软件, 演讲, 数据操作
状态：新状态：免费试用您将获得的技能: Seaborn, Data Literacy, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Presentation, Data Visualization Software, Data Visualization, Box Plots, Exploratory Data Analysis, Data Storytelling, Data Processing, Data-Driven Decision-Making, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Pandas (Python Package), NumPy, Python Programming
LearnQuest
您将获得的技能: 商业智能, 数据管道, 数据转换, Apache Spark, 数据库, 数据处理, 大数据, 数据存储, 数据整合, 微软 Azure, 实时数据, 数据分析, 制定计划, 摘录, 分析, 数据仓库
您将获得的技能: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Exploratory Data Analysis, Data Manipulation, Computer Programming
状态：免费试用University of Glasgow
您将获得的技能: Data-Driven Decision-Making, Data Literacy, Business Transformation, Strategic Leadership, Leadership, Leadership Development, Business Leadership, Agile Methodology, Analytics, Leadership Studies, Organizational Leadership, Data Analysis, Organizational Structure, Leadership and Management, Organizational Change, Big Data, Agile Product Development, Team Leadership, Data Management, Critical Thinking
状态：新状态：预览O.P. Jindal Global University
您将获得的技能: Sampling (Statistics), Statistical Analysis, Probability Distribution, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Statistical Modeling, Statistical Inference, Probability, Big Data, Decision Tree Learning
状态：免费试用Tsinghua University
您将获得的技能: Data Structures, Algorithms, Graph Theory, Computational Thinking, Programming Principles, Database Design, Pseudocode, Query Languages, Computer Programming, Theoretical Computer Science, Computer Science, Data Storage
总之，以下是 10 最受欢迎的 data mining 课程
- 数据工程师的生成式 AI: IBM
- Regression Analysis: Simplify Complex Data Relationships: Google
- Data Visualization Fundamentals in Python: University of Pittsburgh
- 使用 R 的数据科学 SQL: IBM
- Mastering Data Visualization with Matplotlib: EDUCBA
- 使用 Tableau 进行数据可视化和交流: Duke University
- Seaborn Python Data Visualization & Analysis: EDUCBA
- 使用 Azure 进行数据处理: LearnQuest
- Python for Data Analysis: Pandas & NumPy: Coursera
- Data-Driven Leadership Skills: University of Glasgow
