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DeepLearning.AI
您将获得的技能: Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Matplotlib, Data Visualization Software, Statistical Inference, Statistical Analysis, Seaborn, Exploratory Data Analysis, Descriptive Statistics, Statistical Modeling, Data Manipulation, Programming Principles, Python Programming, Regression Analysis, Forecasting
状态：免费试用LearnQuest
您将获得的技能: 统计分析, 数据分析, 数据仓库, 云部署, 大数据, 云计算, 摘录, 数据存储, 分析, 软件即服务, 数据库架构和管理, 公共云, 数据处理, 数据架构, 可扩展性, 云服务, 数据整合, 数据战略, 云基础设施
状态：预览Coursera
您将获得的技能: Predictive Modeling, Data Visualization, Predictive Analytics, Statistical Analysis, Data Manipulation, Data Analysis, Data Science, Pandas (Python Package), Statistics, Data Wrangling, Data Cleansing, Data Preprocessing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Machine Learning
状态：预览Northeastern University
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Data Structures, Time Series Analysis and Forecasting, Pandas (Python Package), Unsupervised Learning, Data Analysis, Machine Learning Algorithms, Computational Thinking, Data Preprocessing, Data Cleansing, Data Visualization, Python Programming, Algorithms
状态：免费试用Alberta Machine Intelligence Institute
您将获得的技能: 机器学习, Model Evaluation, 数据预处理, 分类算法, 功能工程, Python 编程, Scikit Learn（机器学习库）, 监督学习, Jupyter, 应用机器学习, 机器学习算法, 回归分析, 数据处理, 决策树学习, 模型评估, 业务解决方案, 性能分析, 工艺优化
状态：预览University of California San Diego
您将获得的技能: 统计分析, 数据分析, 数据驱动决策, 大数据, 分析, 数据挖掘, 数据处理, 无监督学习, 软件安装, 预测建模, 数据操作, 数据科学, 无代码开发, 预测分析
状态：预览S.P. Jain Institute of Management and Research
您将获得的技能: Descriptive Statistics, Data Analysis, Analytics, Quantitative Research, Sampling (Statistics), Probability & Statistics, Business Analytics, Statistical Analysis, Regression Analysis, Data-Driven Decision-Making, Statistical Hypothesis Testing, Business Analysis, Microsoft Excel, Variance Analysis, Statistical Inference
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：预览Northeastern University
您将获得的技能: Data Storytelling, Plotly, Statistical Visualization, Interactive Data Visualization, Matplotlib, Data Visualization Software, Network Analysis, Seaborn, Data-Driven Decision-Making, Data Mining, Scatter Plots, R Programming, Graph Theory, Data Science, Time Series Analysis and Forecasting
状态：预览University of London
您将获得的技能: 数据可视化, 机器学习, 数据分析, Python 编程, NumPy, 机器学习算法, 描述性统计, 无监督学习, 统计资料, 数据科学, 概率与统计, 数据操作, Pandas（Python 软件包）, Matplotlib
状态：免费试用Duke University
您将获得的技能: 商业分析, Model Evaluation, 分类算法, 数据分析, 商业风险管理, 逻辑回归, 预测建模, 模型评估, Microsoft Excel
状态：免费试用Stanford University
您将获得的技能: 数据收集, 数据预处理, 电子病历, 功能工程, 健康信息学, 数据挖掘, 文本挖掘, 医疗保健, 非结构化数据, 临床研究伦理, 临床数据管理, 数据转换, 医学影像, 临床研究, 数据伦理
总之，以下是 10 最受欢迎的 data mining 课程
- Python for Data Analytics: DeepLearning.AI
- 数据分析的关键技术: LearnQuest
- Data Science for Professionals: Coursera
- Foundations for Data Analytics Part 1: Northeastern University
- 机器学习算法：监督学习从头到尾: Alberta Machine Intelligence Institute
- 无代码数据科学: University of California San Diego
- Data Analysis: S.P. Jain Institute of Management and Research
- Machine Learning for Healthcare Professionals: Northeastern University
- Computation and Visualization for Analytics Part 2: Northeastern University
- 数据科学基础：Python 中的 K 均值聚类: University of London
