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: Pandas (Python Package), NumPy, Data Wrangling, Data Transformation, Data Manipulation, Pivot Tables And Charts, Data Preprocessing, Data Cleansing, Data Analysis, Numerical Analysis, Statistical Analysis, Data Structures, Descriptive Statistics
状态：预览Ball State University
您将获得的技能: Statistical Methods, Probability, Data Science, Probability & Statistics, Statistical Analysis, Probability Distribution, Statistical Modeling, Bayesian Statistics, Statistical Inference, Sampling (Statistics), R Programming, Statistical Visualization
状态：免费试用University of Michigan
您将获得的技能: Matplotlib, 交互式数据可视化, 散点图, 数据可视化软件, 数据操作, 制图, 数据展示, 科学可视化, Python 程序设计, Pandas（Python 软件包）, 可视化（计算机制图）, 柱状图, NumPy, 数据可视化, 统计可视化
状态：免费试用University of Colorado Boulder
您将获得的技能: Matplotlib, 数据科学, 数据结构, 数据可视化软件, 数据导入/导出, 软件包和软件管理, 数据操作, Python 程序设计, 脚本语言, 编程原则, 绘图（图形）, 脚本, Pandas（Python 软件包）, 功能设计, 软件工程, 柱状图, 计算机编程, Seaborn, NumPy, 数据可视化
状态：新您将获得的技能: Databricks, Data Lakes, Data Transformation, Data Quality, Data Governance, Data Pipelines, Real Time Data, Data Warehousing, Data Management, Terraform, Data Validation, Apache Spark, Data Integrity, Data Storage, CI/CD, Cloud Computing, Scalability, Data Security
状态：免费试用Duke University
您将获得的技能: Exploratory Data Analysis, Ggplot2, Data Visualization Software, Tidyverse (R Package), Data Visualization, Version Control, Data Analysis, Statistical Methods, Data Wrangling, R Programming, GitHub, Data Transformation, Statistical Analysis, Git (Version Control System), Data Manipulation, Statistical Programming
状态：免费试用Google Cloud
您将获得的技能: 互操作性, 数据管道, 云计算, 云安全, 数据基础设施, 集装箱化, 数据处理, 数据存储技术, 数据流, 身份和访问管理, 无服务器计算
Duke University
您将获得的技能: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Command-Line Interface, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Linux
状态：新状态：预览SkillUp
您将获得的技能: Personally Identifiable Information, Cybersecurity, General Data Protection Regulation (GDPR), Information Privacy, Data Security, Threat Detection, Data Loss Prevention, Incident Response, Data Governance, Law, Regulation, and Compliance, Data Management, Data Storage, Data Integrity, Data Ethics, Regulation and Legal Compliance
状态：免费试用Microsoft
您将获得的技能: Encryption, Authentication, 云安全, 应用安全, 云应用, 数据库应用, 云计算管理, Azure 活动目录, 微软 Azure, 授权（计算）, 防火墙, 关键管理, 关系数据库, 云计算开发, Network Security, Microsoft SQL 服务器, 网络应用, 基于角色的访问控制（RBAC）, 数据安全, 威胁检测
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: Data Visualization, Data Visualization Software, Empathy, Tableau Software, Risk Analysis, Data-Driven Decision-Making, Data Analysis, Risk Management, Empathy & Emotional Intelligence, Stakeholder Analysis, Business Risk Management, Human Centered Design, Decision Making, User Research, Risk Control, Behavioral Economics, Psychology
状态：预览University of California, Santa Cruz
您将获得的技能: Data Visualization, Scientific Visualization, Data Literacy, Data Visualization Software, Animations, Data Presentation, Video Editing, Data Storytelling, Adobe After Effects, Graphics Software, Visualization (Computer Graphics), Infographics, Storyboarding, Adobe Premiere, Peer Review, Motion Graphics, Autodesk Maya, Post-Production, Computer Graphic Techniques, Professional Development
总之，以下是 10 最受欢迎的 data mining 课程
- NumPy & Pandas: Analyze & Transform Data: EDUCBA
- Statistical Methods for Data Science: Ball State University
- 用 Python 进行应用绘图、制图和数据表示: University of Michigan
- 通往数据科学的捷径Python 编程: University of Colorado Boulder
- Building Modern Data Applications Using Databricks Lakehouse: Packt
- Data Visualization and Transformation with R: Duke University
- 使用数据流的无服务器数据处理：基础: Google Cloud
- MySQL-for-Data-Engineering: Duke University
- Data Privacy and Protection: SkillUp
- 确保云数据安全: Microsoft
