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Duke University
您将获得的技能: 风险分析, 同行评审, 房地产, Tableau 软件, 微软Excel, 分析, 业务过程, SQL, MySQL, 财务分析, 金融建模, 演讲, 数据可视化软件, 物业管理, 数据分析, 损益（P&L）管理
状态：新状态：免费试用您将获得的技能: Rmarkdown, Knitr, Exploratory Data Analysis, Dimensionality Reduction, Ggplot2, Plotly, Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Statistical Analysis, Generative AI, R Programming, Correlation Analysis, Data Analysis, Tidyverse (R Package), Scatter Plots, Descriptive Statistics, Data Cleansing, Data Preprocessing
状态：预览您将获得的技能: Geographic Information Systems, Geospatial Information and Technology, Geospatial Mapping, Spatial Data Analysis, Spatial Analysis, Global Positioning Systems, Data Analysis
状态：新状态：预览您将获得的技能: A/B Testing, Statistical Hypothesis Testing, Statistical Methods, Advanced Analytics, Statistical Analysis, Correlation Analysis, Data Analysis, Report Writing, Probability & Statistics, Analytical Skills, Data-Driven Decision-Making, Health Information Management and Medical Records, Business Process Automation
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：免费您将获得的技能: Data Management, Data Loss Prevention, Data Security, Google Cloud Platform, Personally Identifiable Information, Big Data, Identity and Access Management
Google Cloud
您将获得的技能: Looker (Software), Data Modeling, Exploratory Data Analysis, Data Validation, Data Maintenance, Problem Management, Data Analysis, Data Visualization, Data Analysis Software, Google Cloud Platform
状态：新状态：免费试用您将获得的技能: Data Validation, Extract, Transform, Load, Object-Relational Mapping, Data Cleansing, Data Manipulation, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Database Management, Data Transformation, Data Integrity, Relational Databases, Exploratory Data Analysis, Databases, Data Processing, SQL, Data Persistence, Data Analysis
状态：预览您将获得的技能: Clinical Trials, Clinical Research, Drug Development, Patient Evaluation, Pharmaceutical Terminology, Clinical Assessment, Quantitative Research, Data Literacy, Patient-centered Care, Statistical Methods, Data Science, Statistical Analysis
状态：新状态：预览您将获得的技能: Data Storytelling, Data Presentation, Plotly, Matplotlib, Exploratory Data Analysis, Plot (Graphics), Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Data Analysis, Box Plots, Descriptive Statistics, Jupyter, Data Science, Anomaly Detection, Python Programming, GitHub
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：新状态：免费试用Fractal Analytics
您将获得的技能: Vector Databases, Data Strategy, Data Management, Data Architecture, Data Security, Data Governance, Generative AI Agents, Metadata Management, Data Ethics, Interoperability, Data Store, Retrieval-Augmented Generation, Embeddings, Taxonomy, Data Storage, Data Processing, Large Language Modeling, Machine Learning, Zero Trust Network Access, Agentic systems
总之，以下是 10 最受欢迎的 data mining 课程
- 提高房地产管理利润：利用数据分析: Duke University
- Exploratory Data Analysis and Visualization: Microsoft
- GIS Mastery: Spatial Data, Remote Sensing, Decision Support: Coursera
- Beyond basics: Advanced Data Analysis with Python: Coursera
- 会计数据分析基础 II: University of Illinois Urbana-Champaign
- Enabling Sensitive Data Protection Discovery for BigQuery: Google Cloud
- Troubleshooting Data Models in Looker: Google Cloud
- Data Science Fundamentals Part 1: Unit 3: Pearson
- Data Sciences in Pharma - Patient Centered Outcomes Research: Genentech
- Explore and Visualize Data the Python Way: Coursera
