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
您将获得的技能: Data Validation, Microsoft Excel, Spreadsheet Software, Data Entry, Data Integrity, Microsoft Office
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
状态：免费试用Johns Hopkins University
您将获得的技能: Big Data, Apache Hadoop, Data Infrastructure, Data Processing, Analytics, Data Science, Distributed Computing, Linux, Software Installation, Scalability, System Configuration
您将获得的技能: MySQL, MySQL Workbench, SQL, Data Cleansing, Query Languages, Data Manipulation, Database Management, Databases, Data Quality
Coursera
您将获得的技能: 生成对抗网络 (GAN), Python 程序设计, 生成式人工智能, 深度学习, 探索性数据分析, 异常检测, 张力流, 数据预处理, 降维, 数据综合, 欺诈检测, 数据可视化, Keras（神经网络库）
您将获得的技能: Portfolio Management, Risk Analysis, Investment Management, Time Series Analysis and Forecasting, Financial Modeling, Object Oriented Programming (OOP), Statistical Analysis, Simulations, Regression Analysis, Jupyter, Python Programming, Programming Principles, Pandas (Python Package), NumPy, Matplotlib, Data Manipulation
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
您将获得的技能: SQL, Query Languages, Data Access, Database Software, Relational Databases, Data Manipulation, Problem Solving
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
状态：免费试用您将获得的技能: Relational Databases, Database Design, Transact-SQL, Data Visualization, Microsoft SQL Servers, Power BI, Databases, Database Management, Data Visualization Software, SQL, Data Preprocessing, Data Management, Data Integrity, Data Modeling, Data Manipulation, Data Transformation, Data Import/Export
状态：免费试用Google Cloud
您将获得的技能: 数据管理, 数据库, 数据流, Google 云端平台, 数据库管理员, 数据导入/导出, 数据存储技术, 数据库架构与管理, 云 API
总之，以下是 10 最受欢迎的 data mining 课程
- Data Structures & Algos: Software Development Skills: Northeastern University
- Excel for Beginners: Sorting, Filtering, Data-Validation: Coursera
- Master Python with Real-World Data & Web Projects: Packt
- Big Data and Hadoop Foundations and Setup: Johns Hopkins University
- Clean Data in SQL using MySQL Workbench: Coursera
- 利用 Gen AI 实现数据平衡：信用卡欺诈检测: Coursera
- Python for Finance: Investment Fundamentals & Data Analytics: Packt
- MySQL for Data Analytics and Business Intelligence: Edureka
- Retrieve Data using Single-Table SQL Queries: Coursera
- Data Structures and Algorithms: Binary Search: Scrimba
