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DeepLearning.AI
您将获得的技能: 视觉转换器（ViT）, 文件管理, 检索-增强生成, 数据转换, JSON, LLM 申请, 元数据管理, 非结构化数据, 图像分析, 数据预处理
状态：免费试用Google
您将获得的技能: Object Oriented Programming (OOP), Data Structures, Python Programming, NumPy, Pandas (Python Package), Data Analysis, Scripting, Data Manipulation, Data Visualization, Algorithms, Debugging
状态：免费您将获得的技能: Web Scraping, Data Visualization, Data Preprocessing, Data Cleansing, Exploratory Data Analysis, Scripting, Data Analysis, Data Manipulation, Data Import/Export, Extensible Markup Language (XML), Python Programming, Jupyter, GitHub
状态：新状态：预览您将获得的技能: Application Lifecycle Management, Azure DevOps, CI/CD, Continuous Delivery, Continuous Integration, DevOps, Data Validation, Data Governance, Data Quality, Test Automation, Extract, Transform, Load, Data Pipelines, Scalability, SQL
您将获得的技能: Presentations, Sales Presentations, Sales Presentation, Data Visualization, Productivity Software, Design
状态：免费试用University of California San Diego
您将获得的技能: 分子生物学, 传染病, 结构分析, 网络分析, 生命科学, 生物信息学, 生物技术
状态：新状态：免费试用您将获得的技能: SQL, Database Design, Database Management, Data Analysis, Database Architecture and Administration, Data Cleansing, Data Transformation, Data Manipulation, Query Languages, Analytics, GitHub, Data Integration, AI Enablement, Git (Version Control System), Performance Tuning
状态：免费试用Johns Hopkins University
您将获得的技能: Precision Medicine, Clinical Trials, Data Analysis, Data-Driven Decision-Making, Analytics, Data Science, Strategic Decision-Making, Root Cause Analysis, Random Forest Algorithm, Treatment Planning, Personalized Service, A/B Testing, Machine Learning, Online Advertising
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据科学, 应用数学, 数值分析, 代数, 制图, 微积分, 衍生产品, 数学理论与分析
状态：新状态：预览您将获得的技能: Data Storytelling, Interactive Data Visualization, Data Presentation, Data Visualization Software, Scatter Plots, Infographics, Storytelling, Geospatial Mapping, Box Plots, Histogram, Data Ethics, Design Elements And Principles
您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, Data Wrangling, NumPy, Python Programming
状态：新状态：预览您将获得的技能: Salesforce, Data Mapping, Advanced Analytics, Data Integration
总之，以下是 10 最受欢迎的 data mining 课程
- 为 LLM 应用预处理非结构化数据: DeepLearning.AI
- Get Started with Python: Google
- Scrape and analyze data analyst job requirements with Python: Coursera
- Advanced Data Testing for Quality at Scale: Coursera
- Presenting Data Using Charts with Canva: Coursera
- 生物信息学顶点课程：生物大数据: University of California San Diego
- SQL for Data Science (and Version Control with GitHub): Coursera
- Data Science Decisions in Time: Using Causal Information: Johns Hopkins University
- 数据科学的代数和微分计算: University of Colorado Boulder
- Data Visualization and the Art of Storytelling - Bachelor's: Illinois Tech
