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: Plotly, Dashboard, Pandas (Python Package), Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Web Applications, Data Science, Data Analysis, Python Programming
状态：免费试用Fundação Instituto de Administração
您将获得的技能: Big Data, Data Mining, Data-Driven Decision-Making, Data Modeling, Analytics, Data Science, Data Analysis, Business Analytics, Data Processing, Predictive Analytics, Databases, Machine Learning Methods
状态：免费试用University of California, Davis
您将获得的技能: 交互式数据可视化, 散点图, 高级分析, 预测, 地理空间制图, 热图, 分析, 数据可视化软件, 透视表和图表, 数据叙事, 柱状图, 数据映射, Tree 地图, Data Analysis 表达式（DAX）, Tableau 软件, 数据可视化
状态：免费试用您将获得的技能: Prompt Engineering, Large Language Modeling, LLM Application, Model Evaluation, Content Creation
状态：免费试用您将获得的技能: Prompt Engineering, AI Enablement, Strategic Thinking, Generative AI, Analysis
状态：免费试用Tableau Learning Partner
您将获得的技能: 项目管理, 商业分析, 数据展示, 数据驱动的决策制定, 描述性分析, 数据分析, 分析, 预测分析, 业务过程, Tableau 软件, 数据扫盲, 商业智能
状态：新状态：免费试用您将获得的技能: Model Deployment, Benchmarking, Process Optimization, Cloud Deployment, Model Evaluation, Network Performance Management, Convolutional Neural Networks, Keras (Neural Network Library), Network Model, Project Performance
状态：免费试用Duke University
您将获得的技能: 探索性数据分析, 概率与统计, 预测建模, 回归分析, R（软件）, 统计分析, 统计建模, 相关性分析, 数学建模, 统计推理, 数据分析软件, R 语言程序设计（中文版）, 模型评估, 统计
状态：新状态：预览AI CERTs
您将获得的技能: Responsible AI, AI Security, Data Ethics, Governance, Data Governance, Law, Regulation, and Compliance, Ethical Standards And Conduct, Compliance Training, Artificial Intelligence, Business Ethics, Compliance Management, Accountability, Regulatory Requirements, Governance Risk Management and Compliance, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Stakeholder Engagement
状态：免费试用DeepLearning.AI
您将获得的技能: 深度学习, 无监督学习, 生成对抗网络 (GAN), PyTorch（机器学习库）, 人工神经网络, 信息隐私, 卷积神经网络, 生成模型架构, 生成式人工智能, 模型评估, 图像质量, 数据综合, 数据伦理, 机器学习, 负责任的人工智能, 图像分析
状态：预览NVIDIA
您将获得的技能: 云计算, 深度学习, MLOps（机器学习 Operator）, AI 协调, 大型语言模型, 计算机结构, 硬件架构, 信息技术基础设施, 基础设施架构, 信息技术业务, 数据中心, 生成式人工智能, Devops 工具, 云基础设施, 人工智能, 机器学习, 网络基础设施, 数据基础设施, 人工智能和机器学习（AI/ML）, 模型部署
状态：新状态：免费试用Coursera
您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Data Pipelines, PyTorch (Machine Learning Library), Data Visualization, Miro AI, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control
总之，以下是 10 最受欢迎的 data mining 课程
- Create Interactive Dashboards with Streamlit and Python: Coursera
- Introdução à Ciência e Engenharia de Dados: Fundação Instituto de Administração
- 使用 Tableau 进行可视化分析: University of California, Davis
- Discover the Art of Prompting: Google
- Stay Ahead of the AI Curve: Google
- 商业分析入门: Tableau Learning Partner
- Optimize AI Inference Speed & Accuracy: Coursera
- 线性回归与建模: Duke University
- Responsible AI Principles: AI CERTs
- 生成对抗网络 (GAN): DeepLearning.AI
