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
Coursera
您将获得的技能: Information Systems, Database Software, Database Systems, Database Design, Information Management, Data Modeling, Diagram Design, Relational Databases, Database Management, Data Management
状态：免费试用University of Colorado Boulder
您将获得的技能: Python 程序设计, 计算机编程, 功能设计, 编程原则, 脚本, 数据科学, 脚本语言, 软件工程
状态：免费试用Universidad de los Andes
您将获得的技能: Data Integration, Data Quality, Exploratory Data Analysis, Data Preprocessing, Data Transformation, Data Cleansing, Data Manipulation, Jupyter, Data Compilation, Data Visualization, Data Analysis, Data-Driven Decision-Making, Pandas (Python Package), Predictive Modeling, Python Programming
状态：免费试用LearnQuest
您将获得的技能: 人工智能, 博弈论, 负责任的人工智能, 道德标准与行为, 分析技能, 分析, 数据伦理, 机器学习, 预测建模, 生成式人工智能, 大型语言模型, OpenAI
状态：免费试用University of London
您将获得的技能: Pseudocode, Algorithms, Computational Thinking, Computer Science, Data Structures, Diagram Design, Program Development
状态：免费试用您将获得的技能: Data Preprocessing, Embeddings, Text Mining, Data Processing, Multilingualism, Applied Machine Learning, Pandas (Python Package), Data Transformation, NumPy, Scikit Learn (Machine Learning Library), Computer Programming, Software Installation
状态：预览Campus BBVA
您将获得的技能: Data Storytelling, Dashboard, Business Analytics, Data Visualization, Data Quality, Business Intelligence, Data Analysis, Analytics, Descriptive Statistics, Data-Driven Decision-Making, Probability & Statistics, Statistical Inference, Statistics, Big Data, Exploratory Data Analysis, Project Management Life Cycle
状态：免费试用University of Michigan
您将获得的技能: Sustainable Development, Geographic Information Systems, Geospatial Mapping, Sustainability Reporting, Spatial Data Analysis, Sustainable Business, Spatial Analysis, Data Storytelling, Environmental Monitoring, Data Visualization, Stakeholder Engagement, Trend Analysis, Decision Making
状态：免费The Chinese University of Hong Kong
您将获得的技能: Regression Analysis, Statistical Analysis, Statistical Methods, Correlation Analysis, Advanced Analytics, Social Sciences, Exploratory Data Analysis, Data Analysis, Statistical Modeling, Time Series Analysis and Forecasting, Data Analysis Software, Model Evaluation
状态：免费试用Johns Hopkins University
您将获得的技能: 数据分析, 统计方法, 统计分析, 统计推理, 概率与统计, 回归分析, 抽样（统计）, 生物统计学, 统计假设检验, 统计
Universidad de los Andes
您将获得的技能: Probability, Probability Distribution, Applied Mathematics, Statistics, Risk Management, Risk Modeling, Combinatorics, Descriptive Statistics
Coursera
您将获得的技能: Model Evaluation, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Pandas (Python Package), Natural Language Processing, Data Preprocessing, Data Analysis, Classification Algorithms, Python Programming, Machine Learning
总之，以下是 10 最受欢迎的 data mining 课程
- Fundamentals of Database Systems: Coursera
- Python 函数简介: University of Colorado Boulder
- Integración y preparación de datos: Universidad de los Andes
- 人工智能伦理实践: LearnQuest
- Problems, Algorithms and Flowcharts: University of London
- NLP – Embeddings & Text Preprocessing in Python: Packt
- Business Analytics : Campus BBVA
- GIS: Geographic Information Systems for Sustainability: University of Michigan
- Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话): The Chinese University of Hong Kong
- 数学生物统计学训练营 2: Johns Hopkins University
