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Johns Hopkins University
您将获得的技能: Apache Hadoop, Big Data, Apache Hive, Apache Spark, NoSQL, Data Infrastructure, File Systems, Data Processing, Data Management, Analytics, Data Science, Databases, SQL, Query Languages, Data Manipulation, Java, Data Structures, Distributed Computing, Performance Tuning, Software Architecture
状态：免费试用Duke University
您将获得的技能: 可视化（计算机制图）, Tableau 软件, 仪表板, 利益攸关方沟通, 商业分析, 业务流程改进, 业务过程, 数据叙事, 数据分析, 数据可视化, 数据可视化软件, 演讲, 数据操作
状态：免费试用Duke University
您将获得的技能: Data Ethics, Responsible AI, Data Visualization, Data Presentation, Data Storytelling, Ethical Standards And Conduct, Data Science, Data Collection, Data Visualization Software, Personally Identifiable Information, Information Privacy, Machine Learning, Algorithms
状态：免费试用Vanderbilt University
您将获得的技能: SQL, Generative AI, Data Visualization, Database Design, Interactive Data Visualization, Query Languages, Data Capture, Data Analysis, Debugging, ChatGPT, Prompt Engineering, Databases, Data Validation
状态：新状态：免费试用您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
状态：新状态：免费试用Duke University
您将获得的技能: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistics, Data Analysis, Probability & Statistics, Statistical Inference
状态：免费试用UiPath
您将获得的技能: 数据管理, 机器人流程自动化, 数据结构, 数据清理, 自动化, 数据操作
状态：免费试用University at Buffalo
您将获得的技能: 组织战略, Data Validation, 过程分析, 数据驱动的决策制定, 关键绩效指标 (KPI), 数据完整性, 业务流程建模, 业务过程, 绩效衡量, 物联网, 数据收集, 流程改进, 商业分析, 运行绩效管理, 流程制图, 差距分析
状态：免费试用Yonsei University
您将获得的技能: 可扩展性, 统计分析, Apache Hadoop, 分布式计算, 市场份额, Apache Spark, SPSS, 商业分析, 大数据, 企业战略, 数据处理, 实时数据, 分析, 数据分析软件
状态：新状态：免费试用您将获得的技能: Apache Hadoop, Extract, Transform, Load, Data Pipelines, Data Processing, Data Transformation, Data Manipulation, Apache, Scripting, Debugging, Query Languages, Scripting Languages, Open Source Technology
您将获得的技能: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Exploratory Data Analysis, Data Manipulation, Computer Programming
状态：免费试用Fractal Analytics
您将获得的技能: A/B Testing, Design Thinking, Experience Design, Data Storytelling, Dashboard, User Feedback, Stakeholder Engagement, Customer Insights, Interviewing Skills, Business Requirements, Problem Solving
总之，以下是 10 最受欢迎的 data mining 课程
- Big Data Processing Using Hadoop: Johns Hopkins University
- 使用 Tableau 进行数据可视化和交流: Duke University
- Data Science Ethics with R: Duke University
- Chat with Your Data: Generative AI-Powered SQL Data Analysis: Vanderbilt University
- Data Science Beyond the Basics (ML+DS): Coursera
- Data Modeling and Prediction with R: Duke University
- RPA 中的数据处理: UiPath
- 数据驱动的流程改进: University at Buffalo
- 大数据 新兴技术: Yonsei University
- Apache Pig: Analyze, Transform & Optimize Data: EDUCBA
