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
University of Colorado Boulder
您将获得的技能: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution, Calculus
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: 探索性数据分析, 数据伦理, 决策树学习, Scikit-learn （机器学习库）, 机器学习算法, 异常检测, 无监督学习, 分类算法, 机器学习, 统计机器学习, 回归分析, 数据预处理, 功能工程, 应用机器学习, 数据挖掘, 监督学习, 模型评估
状态：免费试用您将获得的技能: Apple iOS, Swift Programming, Mobile Development, UI Components, Animations, Apple Xcode, Data Storage, Cloud Storage, Responsive Web Design, User Interface (UI), Human Computer Interaction, Data Modeling
状态：新状态：免费试用您将获得的技能: AWS SageMaker, Unsupervised Learning, Feature Engineering, Time Series Analysis and Forecasting, Model Deployment, Cloud Deployment, Amazon Web Services, Applied Machine Learning, Advanced Analytics, Machine Learning Methods, Amazon S3, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Model Evaluation, Statistical Analysis, MLOps (Machine Learning Operations), Predictive Analytics, Data Preprocessing, Supervised Learning, Regression Analysis
状态：免费试用您将获得的技能: Tableau Software, Data Transformation, Data Integration, SQL Server Integration Services (SSIS), Data Visualization Software, Relational Databases, Data Management, Advanced Analytics, Data Manipulation, Data Analysis, Data Cleansing, Business Intelligence, Forecasting
状态：免费试用University of California San Diego
您将获得的技能: 数据清理, Scikit-learn （机器学习库）, 预测分析, 机器学习算法, 功能工程, 分类算法, 预测建模, 设计思维, 数据预处理, 应用机器学习, 张力流, 数据操作, 回归分析, 逻辑回归, 统计方法, 监督学习
状态：免费试用University of California San Diego
您将获得的技能: 无监督学习, 分子生物学, 分类算法, 机器学习, 数据预处理, 数据分析软件, 应用机器学习, 生命科学, 数据挖掘, 降维, 生物信息学
状态：免费试用Johns Hopkins University
您将获得的技能: 数学软件, 制图, 代数, 数据分析, 微积分, 数学理论与分析, 衍生产品
您将获得的技能: Calculus, Applied Mathematics, NumPy, Machine Learning Algorithms, Data Science, Tensorflow, Python Programming, Derivatives, Algorithms, Development Environment
状态：免费试用您将获得的技能: Data Import/Export, Pandas (Python Package), Pivot Tables And Charts, Jupyter, Microsoft Excel, Data Analysis, Data Manipulation, Python Programming, Data Structures, Development Environment, Object Oriented Programming (OOP)
状态：免费试用University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Scatter Plots, Microsoft Excel, Excel Formulas, Data Analysis, Bayesian Statistics
状态：预览Northeastern University
您将获得的技能: Health Informatics, Health Information Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Care Administration, Digital Transformation, Healthcare Industry Knowledge, Health Care Procedure and Regulation, Emerging Technologies, Information Privacy, Data Management, Technology Strategies, Cybersecurity, Data Security, Platform As A Service (PaaS), Innovation
总之，以下是 10 最受欢迎的 data mining 课程
- Introduction to Bayesian Statistics for Data Science: University of Colorado Boulder
- 会计数据分析基础 II: University of Illinois Urbana-Champaign
- Advanced Navigation and Data Handling: Packt
- Advanced Data Science Techniques (with AWS Integration): Coursera
- Mastering Advanced Data and Analytics Features in Tableau: SkillUp
- 数据产品的设计思维和预测分析: University of California San Diego
- 基因组数据科学与聚类（生物信息学 V）: University of California San Diego
- 通过数据和建模的微积分：极限与导数: Johns Hopkins University
- Matrix Calculus for Data Science & Machine Learning: Packt
- Foundations of Data Analysis with Pandas and Python: Packt
