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：免费试用您将获得的技能: Integrated Development Environments, Computer Networking, Server Side, Real Time Data, Data Analysis Expressions (DAX), Application Development
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：新状态：免费试用University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
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
状态：新状态：免费试用您将获得的技能: Exploratory Data Analysis, Data Storytelling, Dashboard, Data Presentation, Data Analysis, Data Literacy, No-Code Development, Data Science, Predictive Modeling, Data Ethics, Data Capture, Data Modeling, Data Processing, Data Transformation, Data Integrity, Data Cleansing, Applied Machine Learning, Data Governance, Data Collection, Data Integration
您将获得的技能: Exploratory Data Analysis, Seaborn, Plotly, Data Visualization, Data Visualization Software, Interactive Data Visualization, Data Analysis, Python Programming, Predictive Modeling, Data Science, Jupyter, Cloud Applications
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CertNexus
您将获得的技能: 数据伦理, 负责任的人工智能, 文化 Transformer, 利益相关者管理, 组织领导力, 业务领导, 员工参与, 管理, 利益相关者的参与, 政策制定, 道德标准与行为, 商业道德, 变革管理, 治理 风险管理与合规, 业务转型, 人力资源政策, 政策分析, Data Governance
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
您将获得的技能: Ggplot2, Model Evaluation, Data Visualization, Regression Analysis, Predictive Analytics, Predictive Modeling, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Data Analysis
Coursera
您将获得的技能: C++ (Programming Language), Data Structures, File I/O, Data Store, Data Cleansing, Data Mapping, Data Integrity
总之，以下是 10 最受欢迎的 data mining 课程
- Advanced Python for Data Analysis: Build & Optimize: EDUCBA
- Matrix Calculus for Data Science & Machine Learning: Packt
- Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
- Statistics and Data Analysis with Excel, Part 1: University of Colorado Boulder
- Healthcare Data Management and Information Systems: Northeastern University
- Data Science Foundations with No-Code Tools: LearnQuest
- Analyze Box Office Data with Seaborn and Python: Coursera
- Foundations of Data Analysis with Pandas and Python: Packt
- 创建并领导以数据为导向的道德组织: CertNexus
- 数据产品的设计思维和预测分析: University of California San Diego
