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：预览Northeastern University
您将获得的技能: Algorithms, Theoretical Computer Science, Data Structures, Computational Thinking, Analysis, Computer Science, Performance Tuning, Software Development, Scalability
状态：免费试用您将获得的技能: Computational Thinking, Algorithms, Program Development, Software Development, Software Engineering, Programming Principles, Data Structures, Computer Programming, Javascript, Computer Science, Web Development
您将获得的技能: Data Pipelines, Microsoft SQL Servers, Microsoft Azure, Database Development, Data Warehousing, SQL, Data Integration, Extract, Transform, Load
状态：新状态：免费试用您将获得的技能: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Interactive Data Visualization, Python Programming, Data Visualization, JSON, Programming Principles, Scripting, Scripting Languages, Data Structures, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Computer Programming, Software Installation
您将获得的技能: Customer Analysis, Regional Sales, Sales, Data Analysis Software, Data Analysis, Query Languages, Trend Analysis, Databases, Customer Insights, Performance Analysis, Market Opportunities, Product Assortment
状态：免费试用University of Colorado System
您将获得的技能: 数据结构, 描述性统计, C（编程语言）, 统计分析, 数据可视化软件, 编程原则, 计算思维, 数据分析
状态：免费试用University of California San Diego
您将获得的技能: 社交网络分析, 计算机编程, 数据结构, Algorithm, 面向对象设计, 网络分析, 交互式数据可视化, 解决问题, 面向对象编程（OOP）, 适应, 图论, 事件驱动编程, 用户界面（UI）, 技术交流, JUnit, 性能调整, Java, Java 编程, 成长意识, 单元测试
状态：免费试用您将获得的技能: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging
Google Cloud
您将获得的技能: Metadata Management, Data Sharing, Data Pipelines, Extract, Transform, Load, Google Cloud Platform, Data Migration, Data Warehousing, Data Infrastructure, Apache Airflow, Data Processing, Big Data, Data Management, Information Management, Cloud Storage, Apache Spark, Automation
状态：免费试用Imperial College London
您将获得的技能: 统计, 统计推理, 统计假设检验, 描述性统计, 概率分布, R（软件）, 分析技能, 抽样（统计）, 数据导入/导出, R 语言程序设计（中文版）, 数据分析, 公共卫生, 数据扫盲
状态：预览您将获得的技能: MySQL, Business Intelligence, Role-Based Access Control (RBAC), SQL, Relational Databases, Data Presentation, Data Visualization Software, Database Management, Databases, Data Access, Query Languages, Data Transformation, Performance Tuning
状态：免费试用Microsoft
您将获得的技能: Stored Procedure, Star Schema, Microsoft SQL Servers, Database Design, Relational Databases, Data Integrity, Database Development, Data Integration, SQL, Transaction Processing, Power BI, Data Warehousing, Database Management, Transact-SQL, Data Maintenance, Databases, Query Languages, Database Architecture and Administration, Database Systems, Data Management
总之，以下是 10 最受欢迎的 data mining 课程
- Data Structures & Algos: Software Development Skills: Northeastern University
- Data Structures and Algorithms: Binary Search: Scrimba
- Azure Data Factory : Implement SCD Type 1: Coursera
- Master Python with Real-World Data & Web Projects: Packt
- Analyze Sales Data with LibreOffice Base Queries: Coursera
- 数据分析与表示、选择与迭代: University of Colorado System
- 面向对象的 Java 编程：数据结构及其他: University of California San Diego
- Data Structures and Algorithms: The Complete Masterclass: Packt
- Introduction to Data Engineering on Google Cloud: Google Cloud
- 公共卫生统计与数据分析入门: Imperial College London
