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：预览您将获得的技能: SAS (Software), Model Deployment, Model Evaluation, Predictive Analytics, Regression Analysis, Business Analytics, Data Preprocessing, Machine Learning Methods, Data Mining, Feature Engineering, Statistical Analysis, Decision Tree Learning, Data Transformation, Artificial Neural Networks
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 卷积神经网络, 模型评估, 模型部署, 无监督学习, 嵌入, 医学影像, 降维, 深度学习, 健康信息学, 应用机器学习, 自动编码器, Python 程序设计, 递归神经网络 (RNN), 预测建模, 人工神经网络, 图像分析
Coursera
您将获得的技能: Surveys, Employee Surveys, User Feedback, Microsoft Office, Microsoft 365, Developing Training Materials, Key Performance Indicators (KPIs)
您将获得的技能: Operational Analysis, Performance Analysis, Performance Improvement, Data Import/Export, Variance Analysis, Exploratory Data Analysis, Data Analysis, Financial Analysis, Operations Management, Operating Expense, Plot (Graphics), Waterfall Methodology
状态：免费Coursera
您将获得的技能: 调试, 开发环境, 应用程序开发, Prompt Engineering, 集成开发环境, ChatGPT, 软件文档, 生成式人工智能, Python 程序设计, 软件开发
状态：新状态：免费试用Birla Institute of Technology & Science, Pilani
您将获得的技能: Linear Algebra, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Data Analysis, Machine Learning, Dimensionality Reduction, Artificial Neural Networks, Data Manipulation
状态：预览Johns Hopkins University
您将获得的技能: Rmarkdown, Data Science, R (Software), GitHub, Version Control, Data Analysis, Big Data, R Programming, Git (Version Control System), Statistical Programming, Exploratory Data Analysis, Data Management
状态：预览Duke University
您将获得的技能: 拥抱的脸, 模型评估, LLM 申请, 负责任的人工智能, 应用程序部署, 大型语言模型, 模型部署, Prompt Engineering, 检索-增强生成, 云部署, 风险管理框架, 生成式人工智能, 数据伦理, 拉斯特（编程语言）
状态：预览National Taiwan University
您将获得的技能: Exploratory Data Analysis, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, Business Analytics, Analytics, Data Analysis, Statistics, Statistical Methods, Feature Engineering, Statistical Inference, Data Transformation, Model Evaluation
状态：免费试用Fundação Instituto de Administração
您将获得的技能: Ggplot2, Data Visualization Software, Plot (Graphics), R Programming, Data Manipulation, Tidyverse (R Package), Data Structures, Data Analysis, Statistical Programming, Integrated Development Environments, Data Import/Export, Software Installation
状态：预览Board Infinity
您将获得的技能: Natural Language Processing, LLM Application, Generative AI, Text Mining, Performance Tuning, Cloud API, Application Development, Application Programming Interface (API), Artificial Intelligence, Systems Integration, Responsible AI, Data Ethics, Internet Of Things, Analysis, Big Data, Analytics, Scalability
状态：新状态：预览Board Infinity
您将获得的技能: Deepseek, DeepSeek API, LangChain, LLM Application, Generative AI Agents, Model Evaluation, Application Programming Interface (API), Text Mining
总之，以下是 10 最受欢迎的 data mining 课程
- Predictive Analytics with SAS: Build & Deploy Models: EDUCBA
- 医疗保健领域的深度学习方法: University of Illinois Urbana-Champaign
- Get Started with Microsoft Forms: Coursera
- Financial Analytics in RStudio: Identify Profit Drivers: Coursera
- 使用 ChatGPT 进行软件开发：用 AI 生成代码: Coursera
- Linear Algebra for Machine Learning & AI: Birla Institute of Technology & Science, Pilani
- 데이터 과학자의 도구 상자: Johns Hopkins University
- 地方大语言模型的基础: Duke University
- 商管統計資料分析一 (Analytics for Business and Management (I)): National Taiwan University
- Ferramentas para Ciência de Dados: Introdução ao R: Fundação Instituto de Administração
