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：预览您将获得的技能: Predictive Modeling, Predictive Analytics, Marketing Analytics, Statistical Machine Learning, Machine Learning, Data Science, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Statistical Analysis
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）
状态：免费试用您将获得的技能: Data Analysis Expressions (DAX), Power BI, Dashboard, Pivot Tables And Charts, Data Transformation, Data Visualization Software, Interactive Data Visualization, Data Modeling, Data Presentation, Data Manipulation, Business Intelligence, Microsoft Excel, Microsoft Power Platform, Report Writing, Data Cleansing
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
状态：预览Google Cloud
您将获得的技能: 数据操作, 数据叙事, 数据展示, 电子表格软件, 谷歌工作表, 数据可视化软件, Google 云端平台, 大数据, 数据整合, 数据分析, 数据扫盲
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据结构, Algorithm, 公钥加密标准（PKCS）, 线性代数, 密码学, 数据加密标准, Encryption, 理论计算机科学, 计算机科学, 编程原则, 计算思维, IBM 云, 算术
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：免费试用您将获得的技能: Sales Pipelines, Sales Management, Sales Process, Sales Strategy, Anthropic Claude, Sales Development, Customer Engagement, Responsible AI, Sales Training, Generative AI Agents, Customer experience improvement, Lead Generation, ChatGPT, Forecasting, Business Ethics, Prioritization
状态：免费试用您将获得的技能: 沟通策略, 专业发展, 数据伦理, 数据管道, 数据战略, 专业网络, LinkedIn, 语言交流技能, 数据基础设施, 技术交流, 面试技巧
状态：免费试用Johns Hopkins University
您将获得的技能: 统计, 描述性统计, 定量研究, 分析, 研究设计, 统计方法, 概率与统计, 数据可视化, 数据分析, 数据扫盲
状态：免费试用Macquarie University
您将获得的技能: Information Privacy, Personally Identifiable Information, Data Security, Threat Modeling, Vulnerability Assessments, Cybersecurity, Vulnerability, Data Ethics, General Data Protection Regulation (GDPR), Cyber Risk, Data Governance, Data Integrity, Data Encryption Standard, Security Management, Security Software, Compliance Management, Risk Management, Data Access, Security Strategy, NIST 800-53
总之，以下是 10 最受欢迎的 data mining 课程
- Four Rare Machine Learning Skills All Data Scientists Need: SAS
- 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
- Data Preparation and Visualization with Power BI: Packt
- Data Structures and Algorithms: The Complete Masterclass: Packt
- 使用 Google Way 分析和可视化数据: Google Cloud
- 高级数据结构、RSA 和量子算法: University of Colorado Boulder
- Python for Finance: Investment Fundamentals & Data Analytics: Packt
- GenAI for Sales Managers: Data-Driven Sales Forecasting: Coursera
- 数据工程职业指南和面试准备: IBM
