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：免费试用您将获得的技能: Splunk, Dashboard, Data Transformation, Data Manipulation, Data Analysis, Statistical Analysis, Query Languages, Data Visualization Software, Ad Hoc Reporting, Real Time Data, Data Modeling, Continuous Monitoring, Taxonomy
状态：新状态：免费Amazon Web Services
您将获得的技能: AWS SageMaker, Generative AI, Data Lakes, Data Governance, Data Architecture, Data Management, SQL, Applied Machine Learning
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
您将获得的技能: Pandas (Python Package), Data Visualization, Data Manipulation, Data Cleansing, Matplotlib, Text Mining, Exploratory Data Analysis, Data Analysis, Data Preprocessing, Python Programming
您将获得的技能: Plotly, Histogram, Interactive Data Visualization, Scatter Plots, Plot (Graphics), Data Visualization, Data Analysis, Python Programming
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
您将获得的技能: Snowflake Schema, Star Schema, Data Warehousing, Data Pipelines, Database Design, Data Architecture, Extract, Transform, Load, Data Governance, Data Modeling, Transact-SQL, CI/CD, Data Integration, Data Transformation, Data Security, Version Control, Data Integrity, Performance Tuning, Scalability
状态：免费试用Johns Hopkins University
您将获得的技能: 应用数学, 数学建模, 空间数据分析, 物理学, 数据整合, 微积分, 数学理论与分析, 矢量数据库, 几何学, 积分微积分, 高等数学
您将获得的技能: Data Visualization, Data Visualization Software, Data Presentation, Interactive Data Visualization, Infographics, Microsoft Office
状态：新状态：免费试用您将获得的技能: Predictive Modeling, Model Evaluation, Regression Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Statistical Inference, Business Analytics, Data Analysis, Statistical Analysis, Probability Distribution, Estimation, Machine Learning
总之，以下是 10 最受欢迎的 data mining 课程
- Splunk Query Language and Data Analysis: EDUCBA
- SageMaker Unified Studio Foundations for Data Analytics: Amazon Web Services
- Foundations of R Programming and Basic Data Manipulation: Packt
- Get Started with Python: Google
- Mastering Data Analysis with Pandas: Learning Path Part 5: Coursera
- Crash Course on Interactive Data Visualization with Plotly: Coursera
- 统计入门: Stanford University
- From Data to Decisions: Finding Patterns with AI: Vanderbilt University
- Data Warehousing & Pipeline Development in Microsoft Fabric: Microsoft
- 数据与建模微积分矢量微积分: Johns Hopkins University
