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University of Colorado System
您将获得的技能: Marketing Analytics, Probability & Statistics, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Statistical Analysis, Marketing Effectiveness, Statistical Hypothesis Testing, Customer Insights, Customer Analysis, Correlation Analysis, Descriptive Statistics, Data Analysis, Analytics, Marketing Strategies, Exploratory Data Analysis, Statistical Visualization, Statistical Modeling
状态：免费试用您将获得的技能: Prompt Engineering, ChatGPT, Data Validation, LLM Application, AI Product Strategy, Data Analysis, Applied Machine Learning, OpenAI, Data-Driven Decision-Making, Analytical Skills, Exploratory Data Analysis, Natural Language Processing
状态：新状态：免费试用您将获得的技能: Apache Hive, Apache Mahout, NoSQL, Apache Hadoop, Extract, Transform, Load, Big Data, Data Warehousing, Data Pipelines, Cloud Management, Application Deployment, Databases, SQL, Performance Tuning, Data Processing, File Systems, Real Time Data, Query Languages, Database Management, Data Transformation, Scalability
状态：免费试用University of Michigan
您将获得的技能: R (Software), Model Evaluation, Statistical Modeling, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistics, Scripting, Statistical Hypothesis Testing, Package and Software Management, Data Import/Export
状态：免费试用Fractal Analytics
您将获得的技能: Generative AI, Retrieval-Augmented Generation, Enterprise Architecture, AI Enablement, Metadata Management, Data Science, Machine Learning
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Cloudera
您将获得的技能: Apache Hadoop, 数据管理, 数据库, 数据库管理, 数据库系统, 数据库设计, 大数据, Operator 数据库, 性能调整, SQL, 亚马逊 S3, 关系数据库, Apache Hive, 数据分析, NoSQL, 数据存储, 数据仓库, 云存储, MySQL, 亚马逊网络服务
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：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：预览Simplilearn
您将获得的技能: Power BI, Data Analysis Expressions (DAX), Dashboard, Data Visualization, Data Modeling, Interactive Data Visualization, Report Writing, Data Visualization Software, Data Storytelling, Data Transformation, Data Manipulation, Data Cleansing, Data Sharing, Key Performance Indicators (KPIs), Relationship Building
状态：免费试用Duke University
您将获得的技能: 商业智能, Tableau 软件, 关键绩效指标 (KPI), 业务指标, 数据驱动的决策制定, 业务过程, 业务流程改进, 数字化转型, 商业分析, 决策, SQL, 数据分析, 网络分析, 分析, 电子商务, 金融服务
状态：免费试用Dartmouth College
您将获得的技能: Digital Transformation, Business Ethics, Customer experience improvement, Predictive Modeling, Predictive Analytics, Simulation and Simulation Software, Business Transformation, Scikit Learn (Machine Learning Library), Model Evaluation, Operations Research, Analytics, Business Technologies, Business Analytics, Data-Driven Decision-Making, Feature Engineering, Business Modeling, Systems Thinking, Complex Problem Solving, Process Optimization, Technology Strategies
总之，以下是 10 最受欢迎的 data mining 课程
- Customer Data Analytics for Marketers: University of Colorado System
- Advanced Data Analysis with ChatGPT: Coursera
- Hadoop & Big Data Foundations Mastery Course: EDUCBA
- Data Science for Health Research: University of Michigan
- Data Frameworks for Generative AI: Fractal Analytics
- 数据驱动的流程改进: University at Buffalo
- 使用 SQL 进行现代大数据分析: Cloudera
- 大数据 新兴技术: Yonsei University
- Data Science Ethics with R: Duke University
- Data Modelling in Power BI: Simplilearn
