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：免费试用Illinois Tech
您将获得的技能: Relational Databases, Database Management, Database Development, SQL, MySQL, Database Design, Transaction Processing, Stored Procedure, Java, Data Structures, Data Integrity, Performance Tuning
状态：新状态：免费试用Coursera
您将获得的技能: Salesforce, Salesforce Development, Systems Integration, Customer Relationship Management, Customer Relationship Management (CRM) Software, Data Integration, Contract Management, AI Enablement, Responsible AI, Web Services, Business Reporting, Data Ethics, Integration Testing, Artificial Intelligence, Application Programming Interface (API), Software Design Patterns, Security Controls, Customer Data Management, Analytics, Data Security
状态：免费试用Imperial College London
您将获得的技能: 深度学习, 张力流, 无监督学习, 自动编码器, 贝叶斯统计, 概率分布, 应用机器学习, 生成模型架构, 抽样（统计）, 图像分析
状态：免费试用您将获得的技能: Responsible AI, Risk Analysis, Risk Management, Generative AI, Root Cause Analysis, Data-Driven Decision-Making, Analysis, Strategic Decision-Making, Trend Analysis, Scenario Testing, Strategic Thinking, Data Ethics, Strategic Planning, Artificial Intelligence
状态：预览University of Colorado Boulder
您将获得的技能: 模型评估, 计算机视觉, 深度学习, 张力流, 卷积神经网络, 应用机器学习, 性能调整, 分类算法, 机器学习, 人工神经网络, 图像分析
状态：免费Amazon Web Services
您将获得的技能: Responsible AI, AI Security, Human Centered Design, Data Ethics, Model Evaluation, Artificial Intelligence, AWS SageMaker
状态：免费试用您将获得的技能: MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, Model Deployment, Scalability, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Technical Design, Amazon Elastic Compute Cloud, Cloud Security, Data Management, Disaster Recovery, Continuous Monitoring
状态：免费试用Real Madrid Graduate School Universidad Europea
您将获得的技能: Sports Medicine, Analytics, Artificial Intelligence, AI Enablement, Data Analysis Software, Data Analysis, Deep Learning, Real Time Data, Machine Learning, Data Ethics, Health Technology, AI Security, Responsible AI, Large Language Modeling, Technology Solutions, Scikit Learn (Machine Learning Library), Technology Strategies, Statistical Methods, Natural Language Processing, Performance Appraisal
状态：免费试用Edureka
您将获得的技能: 检索-增强生成, 模型评估, 信息隐私, 数据伦理, 大型语言模型, 自然语言处理, 负责任的人工智能, 生成模型架构, LLM 申请, 生成式人工智能, Prompt Engineering
状态：免费试用University of Colorado System
您将获得的技能: Statistical Software, Marketing Analytics, Model Evaluation, Regression Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Advanced Analytics, Strategic Marketing, Market Analysis, Marketing Effectiveness, Predictive Analytics, Marketing Strategies, Predictive Modeling, Logistic Regression, Customer Insights, Target Market, Statistical Hypothesis Testing, A/B Testing, Variance Analysis
状态：预览Northeastern University
您将获得的技能: Data Storytelling, Exploratory Data Analysis, Data Visualization, Data Visualization Software, Data Presentation, Interactive Data Visualization, Infographics, Tableau Software, Dashboard, Data Analysis, Data-Driven Decision-Making, Data Ethics, Trend Analysis, Business Analytics, Peer Review
状态：免费试用LearnQuest
您将获得的技能: Python 程序设计, 数据分析, Pandas（Python 软件包）, 统计建模, 时间序列分析和预测, 回归分析, 预测建模, 趋势分析, 相关性分析, Matplotlib, 客户需求规划, 机器学习, 供应链管理, 预测, 数据可视化
总之，以下是 10 最受欢迎的 data mining 课程
- Relational Database Implementation and Applications: Illinois Tech
- Salesforce Starter Kit: Coursera
- 使用 TensorFlow 2 进行概率深度学习: Imperial College London
- Scenario and Root Cause Analysis with Generative AI: Microsoft
- 计算机视觉的深度学习应用: University of Colorado Boulder
- Responsible AI Practices: Amazon Web Services
- Machine Learning Implementation and Operations in AWS: Whizlabs
- Introduction to AI and Technology in Sports: Real Madrid Graduate School Universidad Europea
- 生成式 AI 架构和应用开发: Edureka
- Regression Modeling for Marketers: University of Colorado System
