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
您将获得的技能: Calculus, Applied Mathematics, NumPy, Machine Learning Algorithms, Data Science, Tensorflow, Python Programming, Derivatives, Algorithms, Development Environment
状态：新状态：免费试用您将获得的技能: Matplotlib, Data Preprocessing, Box Plots, E-Commerce, Business Analytics, Data Visualization Software, Histogram, Data Analysis, Scatter Plots, Exploratory Data Analysis, Pandas (Python Package), Jupyter, Software Installation
状态：免费试用MathWorks
您将获得的技能: 数据科学, 探索性数据分析, Matlab, 数据叙事, 数据导入/导出, 预测建模, 机器学习, 数据预处理, 技术交流, 功能工程, 数据操作, 数据分析, 模型评估
Coursera
您将获得的技能: C++ (Programming Language), Data Structures, File I/O, Data Store, Data Cleansing, Data Mapping, Data Integrity
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
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
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：新状态：免费试用您将获得的技能: Data Visualization Software, Interactive Data Visualization, Application Development, Web Content Accessibility Guidelines, Color Theory
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
总之，以下是 10 最受欢迎的 data mining 课程
- Matrix Calculus for Data Science & Machine Learning: Packt
- Matplotlib with Python: E-commerce Data Visualization: EDUCBA
- 数据科学项目：真实世界的 MATLAB: MathWorks
- C++ Data Structures in the STL: Coursera
- Data-Oriented C++ in Scientific Programming: University of Geneva
- Foundations of R Programming and Basic Data Manipulation: Packt
- 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
- Data Warehousing & Pipeline Development in Microsoft Fabric: Microsoft
