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Coursera
您将获得的技能: Predictive Modeling, Data Visualization, Predictive Analytics, Statistical Analysis, Data Literacy, Data Manipulation, Data Analysis, Data Science, Statistical Methods, Pandas (Python Package), Data Wrangling, Data Cleansing, Data Preprocessing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Matplotlib, Machine Learning
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：预览S.P. Jain Institute of Management and Research
您将获得的技能: Data Analysis, Quantitative Research, Statistical Hypothesis Testing, Sampling (Statistics), Descriptive Statistics, Business Analytics, Regression Analysis, Business Mathematics, Data-Driven Decision-Making, Statistical Analysis, Probability Distribution, Microsoft Excel, Statistical Inference, Probability, Variance Analysis, Estimation
状态：免费试用Alberta Machine Intelligence Institute
您将获得的技能: Python 程序设计, 模型评估, 数据伦理, 监督学习, 统计分析, 功能工程, 数据清理, 机器学习算法, 应用机器学习, 线性代数, 无监督学习, Data Validation, 计算机编程, 数据预处理, 数据质量, 机器学习
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: Python 程序设计, 数据操作, 数据可视化软件, NumPy, 网页抓取, JSON, Matplotlib, Pandas（Python 软件包）, Jupyter, 数据导入/导出, 数据分析, 数据处理, 数据预处理, 数据可视化, 数据清理
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：免费试用University of Colorado System
您将获得的技能: 数据驱动的决策制定, 数据可视化软件, 商业智能, 竞争情报, 精益六西格玛, 决策支持系统, 绩效衡量, 数据仓库, 商业分析, 业务流程管理, 关键绩效指标 (KPI), 数据分析软件, 仪表板, 数据分析, 业务报告, 数据可视化, 微策略
状态：预览您将获得的技能: Data Storytelling, Data Mining, Data Science, Data-Driven Decision-Making, Digital Transformation, Big Data, Data Analysis, Business Analytics, Regression Analysis, Analytics, Apache Hadoop, Health Informatics, Deep Learning
Coursera
您将获得的技能: PySpark, Matplotlib, Apache Spark, Big Data, Data Processing, Distributed Computing, Data Management, Data Visualization, Data Analysis, Data Manipulation, Data Cleansing, Query Languages, Python Programming
状态：免费试用您将获得的技能: Model Evaluation, Classification Algorithms, Reinforcement Learning, Applied Machine Learning, Artificial Intelligence, Dimensionality Reduction, Statistical Analysis, Supervised Learning, Unsupervised Learning, Random Forest Algorithm, Feature Engineering, Logistic Regression, Data Manipulation
状态：新状态：预览Northeastern University
您将获得的技能: Database Design, Database Theory, Database Management Systems, Data Modeling, 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
- Data Science for Professionals: Coursera
- Intro to Data Analytics, SQL, and EDA Using Python: University of Pennsylvania
- Data Analysis: S.P. Jain Institute of Management and Research
- 机器学习数据: Alberta Machine Intelligence Institute
- Machine Learning for Healthcare Professionals: Northeastern University
- 基本数据处理和可视化: University of California San Diego
- Data Analysis with Python Project : University of Colorado Boulder
- 商业智能概念、工具和应用: University of Colorado System
- 데이터 과학이란 무엇인가?: IBM
- Data Analysis Using Pyspark: Coursera
