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Imperial College London
您将获得的技能: 机器学习算法, NumPy, Algorithm, 线性代数, Python 程序设计, Jupyter, 应用数学
状态：免费试用Tableau Learning Partner
您将获得的技能: 项目管理, 数据驱动的决策制定, 商业分析, 数据展示, 分析, 业务过程, 描述性分析, 数据分析, Tableau 软件, 预测分析, 商业智能, 数据扫盲
状态：新状态：预览您将获得的技能: Clinical Documentation, Responsible AI, Agentic Workflows, Healthcare Project Management, Data Governance, AI Security, Clinical Research, Regulatory Compliance, Data Validation, Health Informatics, Artificial Intelligence, Agentic systems, Data Ethics, Clinical Data Management, Automation, Decision Support Systems
状态：免费试用状态：人工智能技能您将获得的技能: Transfer Learning, PyTorch (Machine Learning Library), Model Evaluation, Vision Transformer (ViT), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Convolutional Neural Networks, Unsupervised Learning, Autoencoders, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Logistic Regression, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Data Preprocessing, Model Deployment, Computer Vision
状态：新状态：预览Board Infinity
您将获得的技能: Customer Analysis, Campaign Management, Digital Advertising
状态：新状态：预览您将获得的技能: Hugging Face, Model Evaluation, Embeddings, Transfer Learning, Recurrent Neural Networks (RNNs), Model Deployment, Data Preprocessing, Performance Tuning
状态：免费试用Duke University
您将获得的技能: 回归分析, 探索性数据分析, 模型评估, 预测建模, 相关性分析, 数学建模, R 语言程序设计（中文版）, R（软件）, 统计, 统计推理, 统计建模, 数据分析软件, 统计分析, 概率与统计
状态：新状态：免费试用您将获得的技能: Responsible AI, AI Workflows, AI Enablement, Agentic systems, Automation, Business Process Automation, Real Time Data, MLOps (Machine Learning Operations), AI Personalization, IT Automation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, No-Code Development, Cloud-Based Integration, Business Transformation, Cloud API, Python Programming, Data Analysis, Restful API, API Design
状态：新状态：免费试用您将获得的技能: MLOps (Machine Learning Operations), Feature Engineering, Model Evaluation, Data Preprocessing, Performance Analysis, Performance Tuning, Predictive Modeling, Data Pipelines, Data Transformation
状态：免费试用您将获得的技能: Prompt Engineering, AI Enablement, Strategic Thinking, Generative AI, Analysis
状态：免费试用您将获得的技能: SAS (Software), Network Analysis, Text Mining, Spatial Analysis, Data Visualization, Data Manipulation, Data Analysis, Exploratory Data Analysis, Statistical Programming, Data Preprocessing
状态：免费试用Johns Hopkins University
您将获得的技能: 分子生物学, 数据分析, Algorithm, 计算思维, 生物信息学, Python 程序设计, 数据结构, 生命科学
总之，以下是 10 最受欢迎的 data mining 课程
- 数学在机器学习领域的应用：线性代数: Imperial College London
- 商业分析入门: Tableau Learning Partner
- Agentic AI Content for Practitioners (Teams: Healthcare): Coursera
- IBM Deep Learning with PyTorch, Keras and Tensorflow: IBM
- Google Analytics Hacks: Boost Your Marketing Performance: Board Infinity
- Transformers in Action: A Practical Approach to NLP and AI: Board Infinity
- 线性回归与建模: Duke University
- Automating Decision Workflows with AI: Edureka
- Engineer Features and Evaluate Models for Production: Coursera
- Stay Ahead of the AI Curve: Google
