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：免费试用您将获得的技能: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Data Processing, Management Reporting, Data Wrangling, Business Analytics, Data Cleansing, Data Analysis, Data Transformation, Statistical Analysis, Data Management, Descriptive Statistics, Linear Algebra
状态：新状态：预览您将获得的技能: Model Evaluation, Data Preprocessing, Model Deployment, Risk Modeling, Logistic Regression, Statistical Analysis, Performance Metric
状态：免费试用University of California, Irvine
您将获得的技能: 探索性数据分析, 热图, 仪表板, 数据伦理, 绘图（图形）, 网络分析, 交互式数据可视化, 散点图, 数据分析, 应用程序部署, 统计可视化, 数据展示, Tableau 软件, 数据叙事, 分析技能, 描述性分析, 地理空间信息与技术, 数据可视化软件, 柱状图, 描述性统计
您将获得的技能: Data Sharing, Customer Data Management, Data Integration, Big Data, Data Access, Business Intelligence, Google Cloud Platform, Data Visualization, Data Management, Cloud Computing
状态：免费试用您将获得的技能: Data Structures, Graph Theory, Algorithms, Java, Theoretical Computer Science, Computer Programming, Computational Thinking, Programming Principles, Performance Tuning, Object-Relational Mapping
Coursera
您将获得的技能: Data Preprocessing, Java, Data Structures, File I/O, Java Programming
状态：免费试用您将获得的技能: Generative AI, Responsible AI, Financial Data, Complex Problem Solving, Microsoft Copilot, ChatGPT, Data-Driven Decision-Making, Data Analysis, Financial Analysis, Business Ethics, Data Visualization Software
状态：免费试用University of Michigan
您将获得的技能: Histogram, Generative AI, Model Evaluation, Data Literacy, Data Visualization, Data Presentation, Statistical Hypothesis Testing, Scientific Methods, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Data Ethics, Experimentation, Data Science, Data-Driven Decision-Making, Research Design, Statistical Visualization, AI Enablement, Artificial Intelligence
状态：免费试用Stanford University
您将获得的技能: Algorithm, 社交网络分析, 网络分析, 数据结构, 理论计算机科学, 计算思维, 生物信息学, 网络模型, Networking 路由器, 概率, 运筹学, 伪代码, 分析, 计算机科学, 编程原则, 计算逻辑, 图论
状态：新状态：免费试用您将获得的技能: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Data Visualization, Statistical Analysis, Statistical Methods, Data Science, Data Analysis, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Probability, Model Evaluation, Correlation Analysis
状态：免费试用您将获得的技能: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization, Data Visualization Software, Storytelling, Infographics, Data Literacy, Data Integrity, Data Analysis, Drive Engagement, Storyboarding, Microsoft Excel, Design Elements And Principles
状态：免费试用Imperial College London
您将获得的技能: Run Chart, Qualitative Research, Continuous Quality Improvement (CQI), Health Informatics, Quantitative Research, Data Collection, Data-Driven Decision-Making, Statistical Methods, Data Analysis, Systems Of Measurement, Time Series Analysis and Forecasting
总之，以下是 10 最受欢迎的 data mining 课程
- NumPy & Pandas: Analyze & Manage Retail Data: EDUCBA
- Predictive Models: Build, Explore Data & Deploy: EDUCBA
- 在数据科学工作流程中使用 Tableau: University of California, Irvine
- Data Publishing on BigQuery using Authorized Views for Data Sharing Partners: Google Cloud
- Java: Data Structures and Algorithms: Codio
- Java Built in Data Structures: Coursera
- GenAI for Financial Data Analysis: Coursera
- Understanding Data: Navigating Statistics, Science, and AI: University of Michigan
- Algorithm: Stanford University
- Statistics for Data Science with Python: EDUCBA
