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：新状态：免费试用您将获得的技能: Exploratory Data Analysis, Logistic Regression, Supervised Learning, Applied Machine Learning, Model Evaluation, Data Modeling
您将获得的技能: Alteryx, Spatial Analysis, Data Cleansing, Data Import/Export, Data Manipulation, Geographic Information Systems, Data Wrangling, Data Preprocessing, Data Integration, Data Transformation, Data Analysis, Microsoft Excel, Text Mining, Data Visualization Software, Excel Formulas
状态：新状态：免费试用您将获得的技能: Healthcare 5.0, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, Generative Model Architectures, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Preprocessing, Data Analysis
状态：免费试用University of California, Davis
您将获得的技能: 数据清理, 数据操作, 仪表板, 数据预处理, 利益相关者分析, 数据叙事, 数据展示, 数据质量, 数据可视化软件, 需求分析, 利益相关者管理, 数据可视化, Tableau 软件, 故事板
状态：免费试用Google
您将获得的技能: AI Security, Workplace inclusivity, Social Impact, Generative AI, Analysis, Critical Thinking, Data Security
状态：免费试用Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI Agents, LLM Application, Productivity, OpenAI, AI Orchestration, OpenAI API, AI Enablement, Java, Java Programming, AI Workflows, Agentic systems, Generative AI, Artificial Intelligence, Large Language Modeling, Creativity, Document Management, Secure Coding
状态：免费试用DeepLearning.AI
您将获得的技能: 时间序列分析和预测, 分类算法, 机器学习, 预测, 数据预处理, 嵌入, 卷积神经网络, 生成式人工智能, 计算机视觉, 自然语言处理, 模型评估, 迁移学习, 递归神经网络 (RNN), 深度学习, 应用机器学习, 人工神经网络, 预测建模, 图像分析, 张力流, Keras（神经网络库）
状态：免费试用PwC
您将获得的技能: 数据清理, 电子表格软件, 数据分析, Data Validation, 微软Excel, 数据管理, Data Management, 财务分析, 统计分析, Excel 公式, 数据分析软件
状态：免费试用您将获得的技能: Stakeholder Engagement, Business Intelligence, Stakeholder Communications, Data-Driven Decision-Making, Dashboard, Business Analytics, Real Time Data, Data Integration, Data Modeling, Data Storytelling, Project Design, Data Analysis, Key Performance Indicators (KPIs), Business Process Improvement, Business Process, Project Implementation, Data Pipelines
状态：免费试用您将获得的技能: SAS (Software), Network Analysis, Trend Analysis, Data Manipulation, Data Analysis, Forecasting, Data Quality, Text Mining, Data Visualization Software, Spatial Analysis, Dashboard, Analysis, Analytics, Data Visualization, Time Series Analysis and Forecasting, Business Analytics, Interactive Data Visualization, Data-Driven Decision-Making, Predictive Analytics, Business Reporting
状态：新您将获得的技能: Excel Formulas, Microsoft Excel, Spreadsheet Software, Pivot Tables And Charts, Statistical Analysis, Data Manipulation, Descriptive Statistics, Data Analysis, Data Cleansing, Data Presentation
状态：新状态：免费试用您将获得的技能: Performance Tuning, Splunk, Role-Based Access Control (RBAC), Scripting, Servers, Security Controls, Data Pipelines, Application Performance Management, System Monitoring, Data Infrastructure, Windows Servers, Network Troubleshooting, Distributed Computing, Systems Administration, System Configuration, Data Management, Security Information and Event Management (SIEM), Configuration Management, Debugging, Performance Improvement
总之，以下是 10 最受欢迎的 data mining 课程
- Statistics You Need to Know for Machine Learning: SAS
- Alteryx for Beginners: Packt
- AI Technologies in Healthcare: SkillUp
- 使用 Tableau 创建仪表盘和讲故事: University of California, Davis
- Use AI Responsibly: Google
- AI Agents in Java with Generative AI: Vanderbilt University
- DeepLearning.AI TensorFlow 开发人员: DeepLearning.AI
- 用 Excel 解决问题: PwC
- Foundations of Business Intelligence: Google
- SAS Visual Business Analytics: SAS
