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
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
Google Cloud
您将获得的技能: 个人身份信息, 大数据, Google 云端平台, 云计算, 数据湖, 元数据管理, 数据管理
状态：预览Edureka
您将获得的技能: 生成式人工智能, 人工智能, 技术解决方案, 安全意识
您将获得的技能: Plotly, Histogram, Interactive Data Visualization, Scatter Plots, Plot (Graphics), Data Visualization, Data Analysis, Python Programming
状态：新状态：免费试用您将获得的技能: PySpark, MySQL, Data Pipelines, Apache Spark, Data Processing, SQL, Data Transformation, Data Manipulation, Distributed Computing, Python Programming, Debugging
状态：免费试用您将获得的技能: Databricks, Data Governance, Microsoft Azure, Data Lakes, Real Time Data, Data Management, Data Integration, Data Pipelines, Data Quality, User Provisioning, Performance Tuning
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: 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
状态：免费试用您将获得的技能: Rmarkdown, Plot (Graphics), Ggplot2, Statistical Visualization, Box Plots, Scatter Plots, Data Visualization, Histogram, Descriptive Statistics, Data Visualization Software, Graphing, R Programming, Data Science
状态：免费试用Rice University
您将获得的技能: Probability & Statistics, Microsoft Excel, Descriptive Statistics, Business Analytics, Box Plots, Probability Distribution, Data Visualization, Probability, Statistics, Business Mathematics, Spreadsheet Software, Data-Driven Decision-Making, Algebra, Bayesian Statistics, Arithmetic, Case Studies, Statistical Analysis, Quantitative Research, Data Analysis, Correlation Analysis
总之，以下是 10 最受欢迎的 data mining 课程
- Data Warehousing & Pipeline Development in Microsoft Fabric: Microsoft
- Java 编程：数组、列表和结构化数据: Duke University
- 利用数据目录在项目间探索数据集元数据: Google Cloud
- Gen AI 促进数据隐私与保护: Edureka
- Crash Course on Interactive Data Visualization with Plotly: Coursera
- PySpark & Python: Hands-On Guide to Data Processing: EDUCBA
- Advanced Data Management in Azure Databricks: Packt
- Data Analysis and Visualization with Python: Arizona State University
- 在 Google Cloud 上构建批量数据管道: Google Cloud
- Foundations of R Programming and Basic Data Manipulation: Packt
