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 Geneva
您将获得的技能: Data-oriented programming, Operating Systems, Simulation and Simulation Software
状态：免费试用您将获得的技能: Rmarkdown, R (Software), Data Import/Export, R Programming, Ggplot2, Data Manipulation, Plotly, Data Visualization, Web Scraping, Interactive Data Visualization, Data Visualization Software, Data Cleansing, Data Preprocessing, Data Transformation, Statistical Programming, Programming Principles, Data Structures
状态：免费试用Google
您将获得的技能: Object Oriented Programming (OOP), Data Structures, Python Programming, NumPy, Pandas (Python Package), Data Analysis, Scripting, Data Manipulation, Data Visualization, Algorithms, Debugging
状态：预览Stanford University
您将获得的技能: 统计建模, 探索性数据分析, 定量研究, 统计分析, 统计推理, 抽样（统计）, 统计, 统计方法, 描述性统计, 回归分析, 数据分析, 概率分布, 概率, 统计假设检验
状态：免费试用Arizona State University
您将获得的技能: Matplotlib, File I/O, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Python Programming, Data Processing, Data Manipulation, Exploratory Data Analysis, Data Import/Export, Computer Programming
状态：免费试用Vanderbilt University
您将获得的技能: Statistical Methods, Statistical Analysis, Data Visualization, Generative AI, Statistical Hypothesis Testing, Data Presentation, Data Storytelling, Box Plots, Data Analysis, Plot (Graphics), Data-Driven Decision-Making, Statistics, Technical Communication, Statistical Inference, Graphing
状态：免费您将获得的技能: Data Visualization, Matplotlib, Marketing Analytics, Web Scraping, Social Media Marketing, Python Programming, Social Media, Pandas (Python Package), Text Mining, Trend Analysis, Data Analysis, Data Wrangling, Data Cleansing, Seaborn, Content Performance Analysis, Jupyter
状态：免费试用University of California, Irvine
您将获得的技能: 运筹学, 容量规划, 资源分配, 客户需求规划, 能力管理, 需求规划, 绩效衡量, 微软Excel, 供应链规划, 库存会计, 工艺优化, 库存管理系统, 库存管理, 生产规划, 库存控制, 材料管理, 运营管理, 供应链, 供应链管理, 预测
您将获得的技能: Data Visualization, Data Visualization Software, Data Presentation, Interactive Data Visualization, Infographics, Microsoft Office
状态：免费试用您将获得的技能: Databricks, Data Governance, Microsoft Azure, Data Lakes, Real Time Data, Data Management, Data Integration, Data Pipelines, Data Quality, User Provisioning, Performance Tuning
状态：新您将获得的技能: Data Pipelines, Data Warehousing, SQL, Google Cloud Platform, Data Processing, Data Quality, Apache Spark, Generative AI, Big Data, Serverless Computing, Model Evaluation, Machine Learning, Exploratory Data Analysis, Time Series Analysis and Forecasting, Classification Algorithms
状态：免费试用Microsoft
您将获得的技能: 微软 Azure, 数据库, NoSQL, 事务处理, 数据管理, 数据可视化软件, 数据处理, Query 语言, 数据库系统, 关系数据库, 云计算, 数据存储, 数据库管理, 非结构化数据, 数据分析
总之，以下是 10 最受欢迎的 data mining 课程
- Data-Oriented C++ in Scientific Programming: University of Geneva
- Foundations of R Programming and Basic Data Manipulation: Packt
- Get Started with Python: Google
- 统计入门: Stanford University
- Data Analysis and Visualization with Python: Arizona State University
- From Data to Decisions: Finding Patterns with AI: Vanderbilt University
- Clean and analyze social media usage data with Python: Coursera
- 利用数据科学打造更敏捷的供应链: University of California, Irvine
- Mastering Data Visualization in Microsoft PowerPoint: Coursera
- Advanced Data Management in Azure Databricks: Packt
