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：预览University of London
您将获得的技能: 数据操作, 机器学习算法, 概率与统计, 无监督学习, Pandas（Python 软件包）, 数据科学, 机器学习, NumPy, Python 程序设计, 描述性统计, 数据分析, 数据可视化, Matplotlib, 统计
状态：预览University of California San Diego
您将获得的技能: 数据驱动的决策制定, 统计分析, 数据处理, 预测建模, 数据操作, 无监督学习, 数据科学, 分析, 大数据, 无代码开发, 数据分析, 预测分析, 数据挖掘, 软件安装
状态：免费试用University of California, Irvine
您将获得的技能: 回归分析, 监督学习, 统计分析, 预测建模, 异常检测, 无监督学习, 机器学习, 欺诈检测, 散点图, 数据分析, 市场分析, 数据挖掘, 预测分析, 相关性分析, 分类与回归树 (CART), 交叉销售
状态：新状态：预览Northeastern University
您将获得的技能: Database Design, Data Modeling, Database Management Systems, Metadata Management, Databases, Data Management, Relational Databases, Unified Modeling Language, Data Governance, Data Integrity, Data Quality, Object-Relational Mapping
状态：预览Northeastern University
您将获得的技能: Data Mining, Health Informatics, Unstructured Data, Emerging Technologies, Big Data, Health Technology, Analytics, Clinical Informatics, Machine Learning, Health Care, Applied Machine Learning, Data Analysis, Artificial Intelligence, Home Health Care, Data Quality, Responsible AI, Business Process Improvement
状态：预览Coursera
您将获得的技能: Predictive Modeling, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Data Science, Pandas (Python Package), Data Visualization Software, Statistics, Data Wrangling, Data Cleansing, Data Processing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Machine Learning
状态：新状态：免费试用您将获得的技能: Apache Spark, Keras (Neural Network Library), Deep Learning, Tensorflow, A/B Testing, Big Data, Data Ethics, Applied Machine Learning, Data Processing, Machine Learning Software, Artificial Neural Networks, Machine Learning Algorithms, Data Cleansing, Machine Learning, MLOps (Machine Learning Operations), Artificial Intelligence, Supervised Learning, Statistical Hypothesis Testing, Dimensionality Reduction, Reinforcement Learning
状态：免费试用您将获得的技能: Prompt Engineering, Excel Formulas, Generative AI, Data Pipelines, Data Ethics, Data Processing, Debugging, Microsoft Excel, Automation, Artificial Intelligence, Data Analysis, SQL, Integrated Development Environments
状态：免费试用University of Colorado Boulder
您将获得的技能: Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Machine Learning Algorithms, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Regression Analysis, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Exploratory Data Analysis, Project Planning
状态：免费试用University of California San Diego
您将获得的技能: 数据处理, 数据操作, 数据可视化软件, 数据科学, Pandas（Python 软件包）, JSON, 数据导入/导出, NumPy, Jupyter, Python 程序设计, 数据清理, 交互式数据可视化, 数据可视化, Matplotlib, 网页抓取
状态：免费试用University of Pennsylvania
您将获得的技能: SQL, Data Analysis, Seaborn, Exploratory Data Analysis, Analytics, Data Visualization, Data Visualization Software, Matplotlib, Data Storage, Pandas (Python Package), Big Data, Data Science, Data Management, Data Manipulation, Data Cleansing, NumPy
状态：新
总之，以下是 10 最受欢迎的 data mining 课程
- 数据科学基础：Python 中的 K 均值聚类: University of London
- 无代码数据科学: University of California San Diego
- 聚类分析、关联挖掘和模型评估: University of California, Irvine
- Data Management for Analytics Part 1: Northeastern University
- Machine Learning for Healthcare Professionals: Northeastern University
- Data Science for Professionals: Coursera
- Advanced Machine Learning, Big Data, and Deep Learning: Packt
- Coding and Automation for Data Analysis with Generative AI: Microsoft
- Data Analysis with Python Project : University of Colorado Boulder
- 基本数据处理和可视化: University of California San Diego
