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: Exploratory Data Analysis, Data Visualization, Data Literacy, Data Presentation, Data Storytelling, Data Analysis, Data Cleansing, Data Preprocessing, Technical Communication
状态：免费试用University of Colorado Boulder
您将获得的技能: Web Scraping, Data Integration, Data Cleansing, Data Import/Export, Data Quality, Data Preprocessing, Data Collection, Data Wrangling, Data Manipulation, SQL, MySQL, Databases, Query Languages, Pandas (Python Package), Application Programming Interface (API)
状态：免费试用Coursera
您将获得的技能: 高级分析, 负责任的人工智能, 生成式人工智能, 机器学习算法, 数据转换, 数据预处理, 数据分析, 预测分析, 分析, AI 产品战略
状态：免费试用University of Colorado System
您将获得的技能: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
状态：免费试用University of Michigan
您将获得的技能: Data Quality, Quantitative Research, Data Validation, Data Collection, Data Processing, Data Analysis, Data Integrity, Model Evaluation, Data Access, Statistical Analysis, Sampling (Statistics)
状态：免费试用University of Colorado Boulder
您将获得的技能: 关系数据库, 数据操作, 数据结构, Ggplot2, 数据转换, 数据分析, 数据导入/导出, 编程原则, R 语言程序设计（中文版）, Tidyverse（R 软件包）, 数据清理
Coursera
您将获得的技能: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
状态：免费试用Edureka
您将获得的技能: PySpark, Data Pipelines, Dashboard, Data Processing, Data Storage Technologies, Data Visualization, Natural Language Processing, Data Analysis Expressions (DAX), Machine Learning Methods, Data Storage, Data Transformation, Machine Learning, Deep Learning, Logistic Regression
状态：免费试用University of Colorado Boulder
您将获得的技能: Pivot Tables And Charts, Data Manipulation, Data Transformation, Data Preprocessing, Data Warehousing, Data Cleansing, Dimensionality Reduction, Data Quality, Anomaly Detection, Feature Engineering, Sampling (Statistics), Exploratory Data Analysis
您将获得的技能: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, Data Analysis, Box Plots, Python Programming
Google Cloud
您将获得的技能: Google Cloud Platform, Data Presentation, Data Visualization Software, Data Import/Export, Big Data, Analytics, Cloud Computing
Coursera
您将获得的技能: Spatial Data Analysis, Data Visualization Software, Data Visualization, Geospatial Mapping, Interactive Data Visualization, Scatter Plots, Software Installation, Python Programming
总之，以下是 10 最受欢迎的 data mining 课程
- Data Literacy in Practice: SAS
- Data Collection and Integration: University of Colorado Boulder
- 数据分析师的 GenAI: Coursera
- Data Science for Marketing: University of Colorado System
- Measuring Total Data Quality: University of Michigan
- 使用 Tidyverse 进行数据分析: University of Colorado Boulder
- Statistics For Data Science: Coursera
- PySpark for Data Science: Edureka
- Data Processing and Manipulation: University of Colorado Boulder
- Conducting Exploratory Data Analysis: Coursera
