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：预览您将获得的技能: Git (Version Control System), Version Control, GitHub, Jupyter, Python Programming, Data Science, Generative AI, Development Environment, Computer Programming, Data Analysis
状态：新状态：免费试用您将获得的技能: Transfer Learning, Data Preprocessing, Hugging Face, Model Evaluation
状态：预览您将获得的技能: Embedded Systems, Electronic Systems, Cybersecurity, Automation, Electronics, Sustainable Technologies, Control Systems, Internet Of Things, Software Development, Real-Time Operating Systems, Systems Integration, Artificial Intelligence
状态：免费试用您将获得的技能: LangChain, LLM Application, Large Language Modeling, AI Workflows, Retrieval-Augmented Generation, Embeddings, Generative AI, Model Evaluation, Responsible AI, Prompt Engineering, PyTorch (Machine Learning Library), Tensorflow, Semantic Web, Natural Language Processing, Artificial Intelligence, Application Development, Analytical Skills, Application Programming Interface (API), Supervised Learning, Computer Programming Tools
状态：预览Vanderbilt University
您将获得的技能: Workflow Management, LLM Application, AI Enablement, Constructive Feedback, Generative AI, Artificial Intelligence, Automation, Responsible AI, Technical Communication, Project Management, Data Ethics, Communication Strategies, Data-Driven Decision-Making, Project Documentation, Data Science
状态：免费试用您将获得的技能: Pivot Tables And Charts, Microsoft Excel, Dashboard, Data Presentation, Business Reporting, Interactive Data Visualization, Data Visualization Software, Excel Formulas, Data Import/Export, Data Cleansing, Data Transformation, Data Analysis, Timelines
状态：免费试用Johns Hopkins University
您将获得的技能: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Numerical Analysis, Geometry, Applied Mathematics, Algebra, Mathematical Modeling
您将获得的技能: PyTorch (Machine Learning Library), Model Evaluation, Convolutional Neural Networks, Transfer Learning, Image Analysis, Deep Learning, Python Programming
状态：免费试用Johns Hopkins University
您将获得的技能: Computer Vision, Model Evaluation, Supervised Learning, Image Analysis, Data Preprocessing, Applied Machine Learning, Feature Engineering, Machine Learning Algorithms, Data Processing, Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Data Integration, Data Transformation, Data Manipulation, Classification Algorithms
状态：免费试用University of Colorado Boulder
您将获得的技能: Regression Analysis, Supervised Learning, Model Evaluation, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Data Preprocessing, Exploratory Data Analysis
状态：免费试用CertNexus
您将获得的技能: AI 产品战略, 机器学习算法, 模型评估, 人工智能和机器学习（AI/ML）, 负责任的人工智能, 解决方案设计, 项目实施, MLOps（机器学习 Operator）, 商业道德, 合规管理, 应用机器学习, 机器学习, 监管合规, 数据驱动的决策制定, 业务解决方案, AI 赋能, 数据伦理
状态：免费试用Imperial College London
您将获得的技能: 模型评估, Keras（神经网络库）, 递归神经网络 (RNN), 张力流, 自然语言处理, 深度学习, 卷积神经网络, 迁移学习, 数据管道, 嵌入
总之，以下是 10 最受欢迎的 data mining 课程
- First Steps in Python with Jupyter Notebooks: Coursera
- Advanced Machine Learning Techniques: Coursera
- Introduction to Automotive Embedded Systems: Starweaver
- LLM Application Engineering and Development Certification: Simplilearn
- Integrating Generative AI into Project Management: Vanderbilt University
- Mastering Advanced Pivot Tables in Excel: Packt
- Linear Algebra: Orthogonality and Diagonalization: Johns Hopkins University
- Deep Learning with PyTorch : Image Segmentation : Coursera
- Applied Machine Learning: Techniques and Applications: Johns Hopkins University
- Regression Analysis: University of Colorado Boulder
