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: 研究方法, 统计分析, 统计方法, 数据转换, 抽样（统计）, 研究设计, 数据质量, 数据建模, 创建调查, 数据分析, 定量研究, 模型评估
状态：新状态：预览您将获得的技能: Data Dictionary, Data Quality, Data Management, Data Cleansing, Data Validation, Data Governance, Data Integrity, Case Studies, Communication Strategies, Stakeholder Communications, Cross-Functional Collaboration, Continuous Improvement Process
状态：免费试用Johns Hopkins University
您将获得的技能: 探索性数据分析, 统计方法, 统计分析, 统计建模, 数据预处理, 抽样（统计）, 机器学习, 概率与统计, 回归分析, Rmarkdown, 统计推理, 分类与回归树 (CART), 数据分析, R 语言程序设计（中文版）, 预测建模, 统计假设检验, 数据建模, Tidyverse（R 软件包）, 模型评估
Coursera
您将获得的技能: SQL, Data Manipulation, Relational Databases, Database Design, Databases, Data Integrity, Database Management Systems, Debugging, Data Management
状态：免费试用Microsoft
您将获得的技能: Star Schema, Data Analysis Expressions (DAX), Power BI, Data Modeling, Database Design, Performance Tuning, Data Integration, Data Analysis, Data Transformation
您将获得的技能: Data Sharing, Identity and Access Management, Authorization (Computing), Data Access, Google Cloud Platform, User Accounts, Data Migration, Data Management, Cloud Computing
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IBM
您将获得的技能: Python 程序设计, 数据库, Apache Spark, 数据管道, 大数据, 数据库设计, IBM DB2, IBM Cognos 分析, 数据架构, MongoDB, SQL, 数据分析, MySQL, 应用机器学习, NoSQL, 关系数据库, 摘录, PostgreSQL, 数据仓库, 统计报告
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
状态：免费试用Johns Hopkins University
您将获得的技能: 探索性数据分析, R 语言程序设计（中文版）, Ggplot2, 散点图, 绘图（图形）, 数据叙事, 动画, 柱状图, 数据可视化软件, Tidyverse（R 软件包）, 数据展示, 箱形图, 数据操作
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Illinois Tech
您将获得的技能: Clinical Informatics, Data Ethics, Health Informatics, Responsible AI, Electronic Medical Record System, Health Care, Health Technology, Clinical Data Management, Healthcare Ethics, Artificial Intelligence, Natural Language Processing, Decision Support Systems, Machine Learning, Data Quality, Generative AI
总之，以下是 10 最受欢迎的 data mining 课程
- 测量--将概念转化为数据: Johns Hopkins University
- Data Management: Dictionaries, Quality and Communication: Coursera
- 在 Tidyverse 中建立数据模型: Johns Hopkins University
- Manipulating Data with SQL: Coursera
- Modeling Data in Power BI: Microsoft
- Data Publishing on BigQuery for Data Sharing Partners: Google Cloud
- Data Science Ethics with R: Duke University
- 数据工程顶点项目: IBM
- Data Analytics for Digital Transformation: Dartmouth College
- 在 Tidyverse 中可视化数据: Johns Hopkins University
