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：新状态：预览Northeastern University
您将获得的技能: Time Series Analysis and Forecasting, Correlation Analysis, Probability & Statistics, Text Mining, Statistical Analysis, Probability Distribution, Data Analysis, Network Analysis, Exploratory Data Analysis, Feature Engineering, Data Structures, Unstructured Data, Data Cleansing, Data Preprocessing, Natural Language Processing
状态：免费试用您将获得的技能: Data Storytelling, Data Visualization, Matplotlib, Plotly, Scientific Visualization, Seaborn, Exploratory Data Analysis
状态：免费试用Vanderbilt University
您将获得的技能: Data Presentation, Regression Analysis, Generative AI, Statistical Methods, Data Literacy, Statistical Analysis, Statistical Reporting, Data-Driven Decision-Making, Correlation Analysis, Technical Communication, Probability & Statistics, Data Visualization, Data Analysis, Exploratory Data Analysis, Scatter Plots, Descriptive Statistics, Statistical Hypothesis Testing, Predictive Analytics, Data Storytelling, Box Plots
状态：免费试用Cloudera
您将获得的技能: 数据存储, 数据分析, 关系数据库, Virtual Machine, 大数据, 数据管理, NoSQL, 数据库设计, SQL, 数据库, Operator 数据库, 数据库系统, 数据仓库
状态：免费试用Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Python Programming, Deep Learning, Computer Programming, Computer Vision, Artificial Neural Networks, Transfer Learning, Scripting, Programming Principles, Data Management
状态：免费试用University of California, Santa Cruz
您将获得的技能: 统计建模, 统计, R 语言程序设计（中文版）, 统计可视化, 统计方法, 概率与统计, 数据分析, 回归分析, 分析技能, 统计推理, 微软Excel, 概率, 数据建模, 贝叶斯统计, 概率分布, 数据可视化, R（软件）, 预测建模
状态：免费试用MathWorks
您将获得的技能: 探索性数据分析, 数据操作, 绘图（图形）, 数据处理, 数据清理, 数据预处理, 降维, 数据整合, 自然语言处理, 功能工程, 预测建模, 图像分析, 数据可视化, Matlab, 文本挖掘, 非结构化数据
状态：预览Starweaver
您将获得的技能: SQL, Business Intelligence, Jupyter, Python Programming
状态：免费试用Duke University
您将获得的技能: Web Scraping, Data Ethics, Data Transformation, Tidyverse (R Package), Data Wrangling, Data Cleansing, Data Manipulation, Data Collection, Data Pipelines, Data Preprocessing, Personally Identifiable Information, Data Integrity, R Programming, Exploratory Data Analysis, Information Privacy, Statistical Programming
状态：免费试用Università di Napoli Federico II
您将获得的技能: Tableau Software, Data Visualization Software, Interactive Data Visualization, Business Intelligence, Data Presentation, Data Integration, Data Access, Data Analysis, Data Manipulation, Time Series Analysis and Forecasting
Coursera
您将获得的技能: Data Cleansing, Data Manipulation, Data Integration, R Programming, Data Preprocessing, Tidyverse (R Package), Data Management
状态：免费试用University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Probability Distribution, Statistical Analysis, R Programming, Data Import/Export, Statistical Modeling, Statistical Methods, Tidyverse (R Package), Data Literacy, Plot (Graphics), Statistics, Data Manipulation, Data Analysis, Statistical Inference, Data Structures
总之，以下是 10 最受欢迎的 data mining 课程
- Foundations for Data Analytics Part 2: Northeastern University
- Python for Data Visualization and Analysis: Edureka
- From Data To Decision With AI: Vanderbilt University
- 使用 SQL 进行大数据分析的基础知识: Cloudera
- Data Science con Python e R: Università di Napoli Federico II
- 贝叶斯统计：从概念到数据分析: University of California, Santa Cruz
- 使用 MATLAB 进行数据处理和特征工程: MathWorks
- Build a Data Warehouse Using BigQuery: Starweaver
- Data Tidying and Importing with R: Duke University
- Introduzione alla Data Visualization con Tableau: Università di Napoli Federico II
