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: R Programming, Arithmetic, Statistical Programming, Development Environment, Programming Principles, Data Import/Export
状态：免费试用University of California San Diego
您将获得的技能: 模型评估, 预测建模, 数据预处理, Machine Learning 方法, 自然语言处理, 监督学习, 统计方法, Python 程序设计, Data Validation, 回归分析, 分类算法, 功能工程
状态：免费The Chinese University of Hong Kong
您将获得的技能: SPSS, Model Evaluation, Statistical Modeling, Regression Analysis, Statistical Analysis, Quantitative Research, Social Sciences, Correlation Analysis, Exploratory Data Analysis, Data Manipulation, Data Analysis Software
状态：免费试用Fractal Analytics
您将获得的技能: 模型评估, 无监督学习, 数据预处理, 监督学习, 逻辑回归, 决策树学习, 预测建模, 模型部署, 异常检测, 回归分析, 机器学习, 分类算法, 功能工程
状态：免费试用University of Colorado Boulder
您将获得的技能: Data Structures, Python Programming, Data-oriented programming, Programming Principles, Data Manipulation, Data Access, Data Processing, Computational Logic, Scripting, File I/O, Debugging, Computational Thinking, Jupyter, Maintainability, Computer Programming Tools, Scripting Languages
您将获得的技能: Statistical Inference, Probability Distribution, R Programming, Statistical Visualization, Statistics, Data Visualization, Statistical Analysis, Statistical Modeling, Statistical Hypothesis Testing, Data Analysis, Probability
您将获得的技能: Model Evaluation, Keras (Neural Network Library), Tensorflow, Image Analysis, Artificial Neural Networks, Deep Learning, Computer Vision, Machine Learning, Classification Algorithms
状态：免费试用您将获得的技能: Model Deployment, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Tensorflow, Artificial Intelligence, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Text Mining, Machine Learning, Natural Language Processing, Deep Learning, Predictive Modeling, Classification Algorithms, Supervised Learning, Time Series Analysis and Forecasting, Network Architecture, Data Science, Model Evaluation
状态：免费Vanderbilt University
您将获得的技能: 自动化, 运行效率, 计划实施, 教育软件和技术, 劳动力发展, 创新, 负责任的人工智能, 大型语言模型, 课程开发, 卓越运营, 生成式人工智能, 商业策略, 人工智能, 思想引领, 企业架构, 战略规划, AI 赋能, 数据伦理
状态：免费试用University of Colorado Boulder
您将获得的技能: 统计建模, 微积分, 数据分析, 模型评估, 数学建模, 统计方法, 概率分布, 预测建模, 逻辑回归, 线性代数, 统计推理, R 语言程序设计（中文版）, 回归分析, 机器学习, 数据伦理
状态：免费试用CertNexus
您将获得的技能: 模型评估, 数据清理, 预测建模, 机器学习算法, 人工智能和机器学习（AI/ML）, 数据预处理, 功能工程, 描述性统计, 数据分析, 应用机器学习, AI 工作流程, 模型部署, 流程管理, 统计分析, 数据收集, 机器学习
Duke University
您将获得的技能: Web Scraping, Extensible Markup Language (XML), HTML and CSS, Web Development, Unstructured Data, Web Applications, Python Programming
总之，以下是 10 最受欢迎的 data mining 课程
- Introduction to R: Basic R syntax: Coursera
- 有意义的预测建模: University of California San Diego
- Structural Equation Model and its Applications | 结构方程模型及其应用 (粤语): The Chinese University of Hong Kong
- 机器学习基础: Fractal Analytics
- BiteSize Python for Absolute Beginners: University of Colorado Boulder
- Using probability distributions for real world problems in R: Coursera
- Basic Image Classification with TensorFlow: Coursera
- Deep Learning: Recurrent Neural Networks with Python: Packt
- 面向大学领导的 Generative AI: Vanderbilt University
- 广义线性模型和非参数回归: University of Colorado Boulder
