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Arizona State University
您将获得的技能: Matplotlib, File I/O, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Python Programming, Data Processing, Data Manipulation, Exploratory Data Analysis, Data Import/Export, Computer Programming
状态：免费您将获得的技能: Data Cleansing, Data Transformation, Alteryx, Data Manipulation, Data Import/Export, Data Preprocessing, Workflow Management, Data Literacy, Project Schedules, Data Visualization, Scheduling, Data Analysis Expressions (DAX), Automation, Exploratory Data Analysis
状态：免费试用ESSEC Business School
您将获得的技能: 数据驱动的决策制定, 同行评审, 数据分析, 价值主张, 探索性数据分析, 分析技能, 数据叙事, 数据整合, 解决复杂问题, 演讲, 数据可视化
状态：免费试用Google Cloud
您将获得的技能: 无服务器计算, 阿帕奇气流, 云存储, 数据质量, 数据仓库
状态：免费试用您将获得的技能: 命令行界面, COBOL（编程语言）, 计算机编程, 作业控制语言 (JCL), 编程原则, 文件管理, 数据管理, 主机计算, z/OS, 文件系统, IBM DB2, 数据库, 数据库管理系统, 关系数据库
状态：免费试用您将获得的技能: Rmarkdown, R (Software), Data Import/Export, R Programming, Ggplot2, Data Manipulation, Plotly, Data Visualization, Web Scraping, Interactive Data Visualization, Data Visualization Software, Data Cleansing, Data Preprocessing, Data Transformation, Statistical Programming, Programming Principles, Data Structures
您将获得的技能: Snowflake Schema, Star Schema, Data Warehousing, Data Pipelines, Database Design, Data Architecture, Extract, Transform, Load, Data Governance, Data Modeling, Transact-SQL, CI/CD, Data Integration, Data Transformation, Data Security, Version Control, Data Integrity, Performance Tuning, Scalability
状态：免费试用Duke University
您将获得的技能: 数据结构, Algorithm, 面向对象编程（OOP）, Encryption, 计算机编程, 密码学, Java 编程, 文件输入/输出, 网络服务器, 软件工程, Java
您将获得的技能: Graph Theory, Javascript, Program Development, Programming Principles, Software Design Patterns, Computational Thinking, Debugging, Development Environment, Computer Science, Performance Tuning
状态：新状态：预览Northeastern University
您将获得的技能: Generative AI, Transfer Learning, Generative Adversarial Networks (GANs), Applied Machine Learning, Small Data, Autoencoders, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning Methods, Computer Graphics, Machine Learning, Image Analysis, Machine Learning Algorithms, Data Synthesis, Simulation and Simulation Software, Computer Vision, Augmented and Virtual Reality (AR/VR), Simulations, 3D Assets
您将获得的技能: Dashboard, Data Preprocessing, Data Visualization Software, Real Time Data, Node.JS, Data Analysis, Application Programming Interface (API), Web Development Tools, JSON, Javascript
状态：免费试用您将获得的技能: Data Warehousing, Extract, Transform, Load, Snowflake Schema, Star Schema, Business Intelligence, Data Modeling, Database Design, Data Management, Data Integration, Performance Tuning, Databases, Data Transformation, Scalability
总之，以下是 10 最受欢迎的 data mining 课程
- Data Analysis and Visualization with Python: Arizona State University
- Data Preparation with Alteryx: Automating Analytics: Coursera
- 顶点课程： 从开放数据中创造价值: ESSEC Business School
- 在 Google Cloud 上构建批量数据管道: Google Cloud
- IBM COBOL 数据和文件管理: IBM
- Foundations of R Programming and Basic Data Manipulation: Packt
- Data Warehousing & Pipeline Development in Microsoft Fabric: Microsoft
- Java 编程：数组、列表和结构化数据: Duke University
- 70+ JavaScript Challenges - Data Structures and Algorithms: Packt
- Machine Learning with Small Data Part 2: Northeastern University
