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Duke University
您将获得的技能: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Predictive Modeling, Artificial Intelligence, Machine Learning, Statistical Modeling, Python Programming, Logistic Regression, Deep Learning, Artificial Neural Networks
状态：免费试用您将获得的技能: Model Deployment, Anomaly Detection, Image Analysis, Computer Vision, Matlab, Deep Learning, Applied Machine Learning, PyTorch (Machine Learning Library), Transfer Learning, Data Synthesis
状态：新状态：免费试用Edureka
您将获得的技能: Prompt Patterns, Generative AI Agents, AI Orchestration, AI Workflows, Business Process Automation, Make.com, Large Language Modeling, Automation, ChatGPT, Generative Model Architectures, Microsoft Power Automate/Flow, LLM Application, LangChain, Agentic Workflows, Responsible AI, Workflow Management, OpenAI, Process Optimization, Application Programming Interface (API), Decision Support Systems
状态：免费Amazon Web Services
您将获得的技能: 风险, AI 产品战略, 沟通, 生成式人工智能, AI 赋能
状态：预览Johns Hopkins University
您将获得的技能: R Programming, Statistical Programming, Statistical Analysis, Debugging, Data Analysis, Simulations, Programming Principles, Integrated Development Environments, Data Import/Export, Data Structures, Data Manipulation, Computer Programming, Performance Tuning, Software Installation
状态：预览University of Washington
您将获得的技能: Model Evaluation, Regression Analysis, Applied Machine Learning, Machine Learning, Deep Learning, Jupyter, Supervised Learning, Predictive Analytics, Classification Algorithms, Image Analysis, Unsupervised Learning, Computer Vision, Text Mining, Natural Language Processing, Python Programming
状态：免费您将获得的技能: Interactive Data Visualization, Exploratory Data Analysis, Dashboard, Data Visualization Software, Data Integration, Heat Maps, Spatial Data Analysis, Data-Driven Decision-Making, Decision Support Systems, Business Intelligence Software, Geospatial Information and Technology, Data Mapping
您将获得的技能: Artificial Neural Networks, Tensorflow, Keras (Neural Network Library), Data-Driven Decision-Making, Applied Machine Learning, Business Analytics, Deep Learning, Machine Learning, Model Evaluation, Mortgage Loans, Consumer Lending, Data Processing
您将获得的技能: Tensorflow, Keras (Neural Network Library), Data Synthesis, Convolutional Neural Networks, Image Analysis, Computer Vision, Artificial Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Machine Learning, Python Programming
状态：预览University of California, Davis
您将获得的技能: Data Storytelling, Dashboard, Data Presentation, Interactive Data Visualization, Key Performance Indicators (KPIs), Tableau Software, Data Visualization Software, Data-Driven Decision-Making, Business Metrics, Data Quality
状态：免费试用Johns Hopkins University
您将获得的技能: 数据可视化软件, R 语言程序设计（中文版）, 软件测试, 数据清理, 技术文档, GitHub, 数据预处理, 软件文档, 持续集成, 传单（软件）, 代码审查
状态：免费试用Fundação Instituto de Administração
您将获得的技能: Deep Learning, Predictive Analytics, FinTech, Data-Driven Decision-Making, Machine Learning, Digital Transformation, Analytics, Artificial Intelligence, Artificial Neural Networks, Data Science
总之，以下是 10 最受欢迎的 data mining 课程
- Interpretable Machine Learning: Duke University
- Advanced Deep Learning Techniques for Computer Vision: MathWorks
- Generative AI for Automation: Edureka
- 规划生成式人工智能项目: Amazon Web Services
- R البرمجة باستخدام لغة: Johns Hopkins University
- 머신 러닝 기초: 사례 연구 접근 방식: University of Washington
- Dashboards in Qlik Sense: Decision-Support Dashboards: Coursera
- Interpretable machine learning applications: Part 3: Coursera
- Object Localization with TensorFlow: Coursera
- Tableau를 사용한 대시보드 및 스토리텔링 작성: University of California, Davis
