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University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Data Mining, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Data Analysis, Algorithms
状态：预览University of London
您将获得的技能: 描述性统计, 机器学习, 统计, 无监督学习, Matplotlib, 数据操作, Python 程序设计, 数据科学, Pandas（Python 软件包）, 机器学习算法, 概率与统计, NumPy, 数据可视化, 数据分析
状态：新状态：预览AI CERTs
您将获得的技能: Agentic systems, Responsible AI, Data Pipelines, Law, Regulation, and Compliance, Data Ethics, Model Evaluation, Information Privacy, Data Processing, AI Workflows, Data Analysis, No-Code Development, Analytical Skills, Machine Learning, Artificial Intelligence, Real Time Data, Ethical Standards And Conduct, Machine Learning Algorithms, Data Collection
状态：新状态：免费试用您将获得的技能: Business Analytics, Data Quality, Root Cause Analysis
状态：免费试用University of Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
状态：新状态：预览Northeastern University
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Data Structures, Time Series Analysis and Forecasting, Pandas (Python Package), Unsupervised Learning, Data Analysis, Machine Learning Algorithms, Computational Thinking, Data Preprocessing, Data Cleansing, Data Visualization, Python Programming, Algorithms
状态：免费试用University of Pennsylvania
您将获得的技能: 散点图, 数据结构, 数据预处理, Matplotlib, Python 程序设计, 数据操作, Jupyter, 数据科学, 透视表和图表, 数据可视化软件, NumPy, 数据清理, Pandas（Python 软件包）, 柱状图, 数据可视化, 数据导入/导出, 编程原则, 探索性数据分析, 数据分析
状态：预览Northeastern University
您将获得的技能: Data Mining, Health Informatics, Acute Care, Emerging Technologies, Big Data, Health Technology, Analytics, Data Preprocessing, Clinical Informatics, Machine Learning, Health Care, Applied Machine Learning, Artificial Intelligence, Social Determinants Of Health, Home Health Care, Generative AI, Business Process Improvement
状态：免费试用University of California San Diego
您将获得的技能: 机器学习, 统计分析, 回归分析, 数据预处理, 监督学习, 无监督学习, 分类算法, Apache Spark, 应用机器学习, Model Evaluation, 数据挖掘, 大数据, 数据分析, 预测建模, 探索性数据分析
状态：预览Northeastern University
您将获得的技能: Data Warehousing, Data Modeling, Database Design, SQL, Star Schema, Business Intelligence, Databases, Relational Databases, Database Architecture and Administration, Data Mart, Data Integrity, Data Analysis, Snowflake Schema, Data Transformation
状态：免费试用University of London
您将获得的技能: Data Literacy, Unsupervised Learning, Data Science, Applied Machine Learning, Data Analysis, Machine Learning, Big Data
状态：新状态：预览Northeastern University
您将获得的技能: Database Design, Database Theory, Data Modeling, Database Management Systems, Metadata Management, Databases, Data Management, Relational Databases, Unified Modeling Language, Data Governance, Enterprise Modeling, Data Integrity, Data Quality
总之，以下是 10 最受欢迎的 data mining 课程
- Association Rules Analysis: University of Colorado Boulder
- 数据科学基础：Python 中的 K 均值聚类: University of London
- AI For Data Analysts: AI CERTs
- Introducing Data Analytics and Analytical Thinking: Google
- Data Analysis with Python Project : University of Colorado Boulder
- Foundations for Data Analytics Part 1: Northeastern University
- 使用 Python 进行数据分析: University of Pennsylvania
- Machine Learning for Healthcare Professionals: Northeastern University
- 利用大数据进行机器学习: University of California San Diego
- Data Warehousing Essentials for Analytics and AI Support: Northeastern University
